diff --git a/README.md b/README.md
index 0d7d500..6928676 100644
--- a/README.md
+++ b/README.md
@@ -223,7 +223,7 @@ A curated list of insanely awesome libraries, packages and resources for Quants
 - [python-bcb](https://github.com/wilsonfreitas/python-bcb) - Python interface to Brazilian Central Bank web services.
 - [market-prices](https://github.com/maread99/market_prices) - Create meaningful OHLCV datasets from knowledge of [exchange-calendars](https://github.com/gerrymanoim/exchange_calendars) (works out-the-box with data from Yahoo Finance).
 - [tardis-python](https://github.com/tardis-dev/tardis-python) - Python interface for Tardis.dev high frequency crypto market data
-- [lake-api](https://github.com/crypto-lake/lakeapi) - Python interface for Crypto Lake high frequency crypto market data
+- [lake-api](https://github.com/crypto-lake/lake-api) - Python interface for Crypto Lake high frequency crypto market data
 - [tessa](https://github.com/ymyke/tessa) - simple, hassle-free access to price information of financial assets (currently based on yfinance and pycoingecko), including search and a symbol class.
 - [pandaSDMX](https://github.com/dr-leo/pandaSDMX) - Python package that implements SDMX 2.1 (ISO 17369:2013), a format for exchange of statistical data and metadata used by national statistical agencies, central banks, and international organisations.
 - [cif](https://github.com/LenkaV/CIF) - Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.
diff --git a/index.qmd b/index.qmd
index 0ccd943..971af3b 100644
--- a/index.qmd
+++ b/index.qmd
@@ -210,7 +210,7 @@ A curated list of insanely awesome libraries, packages and resources for Quants
 - [python-bcb](https://github.com/wilsonfreitas/python-bcb) - Python interface to Brazilian Central Bank web services.
 - [market-prices](https://github.com/maread99/market_prices) - Create meaningful OHLCV datasets from knowledge of [exchange-calendars](https://github.com/gerrymanoim/exchange_calendars) (works out-the-box with data from Yahoo Finance).
 - [tardis-python](https://github.com/tardis-dev/tardis-python) - Python interface for Tardis.dev high frequency crypto market data
-- [lake-api](https://github.com/crypto-lake/lakeapi) - Python interface for Crypto Lake high frequency crypto market data
+- [lake-api](https://github.com/crypto-lake/lake-api) - Python interface for Crypto Lake high frequency crypto market data
 - [tessa](https://github.com/ymyke/tessa) - simple, hassle-free access to price information of financial assets (currently based on yfinance and pycoingecko), including search and a symbol class.
 - [pandaSDMX](https://github.com/dr-leo/pandaSDMX) - Python package that implements SDMX 2.1 (ISO 17369:2013), a format for exchange of statistical data and metadata used by national statistical agencies, central banks, and international organisations.
 - [cif](https://github.com/LenkaV/CIF) - Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.
diff --git a/projects.csv b/projects.csv
index c63055b..a648d87 100644
--- a/projects.csv
+++ b/projects.csv
@@ -6,7 +6,9 @@ quantdsl,Python > Numerical Libraries & Data Structures,2017-10-26,https://githu
 statistics,Python > Numerical Libraries & Data Structures,,https://docs.python.org/3/library/statistics.html,Builtin Python library for all basic statistical calculations.,False,False,
 sympy,Python > Numerical Libraries & Data Structures,,https://www.sympy.org/,SymPy is a Python library for symbolic mathematics.,False,False,
 pymc3,Python > Numerical Libraries & Data Structures,,https://docs.pymc.io/,Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano.,False,False,
-PyQL,Python > Financial Instruments and Pricing,2023-03-06,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,enthought/pyql
+modelx,Python > Numerical Libraries & Data Structures,,https://docs.modelx.io/,Python reimagination of spreadsheets as formula-centric objects that are interoperable with pandas.,False,False,
+OpenBB Terminal,Python > Financial Instruments and Pricing,2023-08-10,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,OpenBB-finance/OpenBBTerminal
+PyQL,Python > Financial Instruments and Pricing,2023-07-31,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,enthought/pyql
 pyfin,Python > Financial Instruments and Pricing,2014-12-03,https://github.com/opendoor-labs/pyfin,Basic options pricing in Python. *ARCHIVED*,True,False,opendoor-labs/pyfin
 vollib,Python > Financial Instruments and Pricing,2023-04-01,https://github.com/vollib/vollib,"vollib is a python library for calculating option prices, implied volatility and greeks.",True,False,vollib/vollib
 QuantPy,Python > Financial Instruments and Pricing,2017-11-28,https://github.com/jsmidt/QuantPy,A framework for quantitative finance In python.,True,False,jsmidt/QuantPy
@@ -18,20 +20,22 @@ hasura/base-python-dash,Python > Financial Instruments and Pricing,,https://plat
 hasura/base-python-bokeh,Python > Financial Instruments and Pricing,,https://platform.hasura.io/hub/projects/hasura/base-python-bokeh,Hasura quickstart to visualize data with bokeh library.,False,False,
 pysabr,Python > Financial Instruments and Pricing,2022-04-21,https://github.com/ynouri/pysabr,SABR model Python implementation.,True,False,ynouri/pysabr
 FinancePy,Python > Financial Instruments and Pricing,2023-05-29,https://github.com/domokane/FinancePy,"A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.",True,False,domokane/FinancePy
-gs-quant,Python > Financial Instruments and Pricing,2023-07-19,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance,True,False,goldmansachs/gs-quant
+gs-quant,Python > Financial Instruments and Pricing,2023-08-02,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance,True,False,goldmansachs/gs-quant
 willowtree,Python > Financial Instruments and Pricing,2018-07-14,https://github.com/federicomariamassari/willowtree,Robust and flexible Python implementation of the willow tree lattice for derivatives pricing.,True,False,federicomariamassari/willowtree
 financial-engineering,Python > Financial Instruments and Pricing,2017-11-20,https://github.com/federicomariamassari/financial-engineering,"Applications of Monte Carlo methods to financial engineering projects, in Python.",True,False,federicomariamassari/financial-engineering
 optlib,Python > Financial Instruments and Pricing,2022-11-18,https://github.com/dbrojas/optlib,A library for financial options pricing written in Python.,True,False,dbrojas/optlib
-tf-quant-finance,Python > Financial Instruments and Pricing,2023-06-08,https://github.com/google/tf-quant-finance,High-performance TensorFlow library for quantitative finance.,True,False,google/tf-quant-finance
+tf-quant-finance,Python > Financial Instruments and Pricing,2023-08-13,https://github.com/google/tf-quant-finance,High-performance TensorFlow library for quantitative finance.,True,False,google/tf-quant-finance
 Q-Fin,Python > Financial Instruments and Pricing,2023-04-07,https://github.com/RomanMichaelPaolucci/Q-Fin,A Python library for mathematical finance.,True,False,RomanMichaelPaolucci/Q-Fin
 Quantsbin,Python > Financial Instruments and Pricing,2021-05-23,https://github.com/quantsbin/Quantsbin,"Tools for pricing and plotting of vanilla option prices, greeks and various other analysis around them.",True,False,quantsbin/Quantsbin
 finoptions,Python > Financial Instruments and Pricing,2021-12-28,https://github.com/bbcho/finoptions-dev,Complete python implementation of R package fOptions with partial implementation of fExoticOptions for pricing various options.,True,False,bbcho/finoptions-dev
+pypme,Python > Financial Instruments and Pricing,2023-06-27,https://github.com/ymyke/pypme,PME (Public Market Equivalent) calculation.,True,False,ymyke/pypme
+AbsBox,Python > Financial Instruments and Pricing,2023-08-13,https://github.com/yellowbean/AbsBox,A Python based library to model cashflow for structured product like Asset-backed securities (ABS) and Mortgage-backed securities (MBS).,True,False,yellowbean/AbsBox
 pandas_talib,Python > Indicators,2018-05-30,https://github.com/femtotrader/pandas_talib,A Python Pandas implementation of technical analysis indicators.,True,False,femtotrader/pandas_talib
 finta,Python > Indicators,2022-07-24,https://github.com/peerchemist/finta,Common financial technical analysis indicators implemented in Pandas.,True,False,peerchemist/finta
 Tulipy,Python > Indicators,2019-04-11,https://github.com/cirla/tulipy,Financial Technical Analysis Indicator Library (Python bindings for [tulipindicators](https://github.com/TulipCharts/tulipindicators)),True,False,cirla/tulipy
 lppls,Python > Indicators,2023-06-06,https://github.com/Boulder-Investment-Technologies/lppls,A Python module for fitting the [Log-Periodic Power Law Singularity (LPPLS)](https://en.wikipedia.org/wiki/Didier_Sornette#The_JLS_and_LPPLS_models) model.,True,False,Boulder-Investment-Technologies/lppls
-Blankly,Python > Trading & Backtesting,2023-07-23,https://github.com/Blankly-Finance/Blankly,"Fully integrated backtesting, paper trading, and live deployment.",True,False,Blankly-Finance/Blankly
-TA-Lib,Python > Trading & Backtesting,2023-07-19,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib (http://ta-lib.org/).,True,False,mrjbq7/ta-lib
+Blankly,Python > Trading & Backtesting,2023-08-02,https://github.com/Blankly-Finance/Blankly,"Fully integrated backtesting, paper trading, and live deployment.",True,False,Blankly-Finance/Blankly
+TA-Lib,Python > Trading & Backtesting,2023-07-19,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib (<http://ta-lib.org/>).,True,False,mrjbq7/ta-lib
 zipline,Python > Trading & Backtesting,2020-10-14,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,quantopian/zipline
 QuantSoftware Toolkit,Python > Trading & Backtesting,2016-10-07,https://github.com/QuantSoftware/QuantSoftwareToolkit,Python-based open source software framework designed to support portfolio construction and management.,True,False,QuantSoftware/QuantSoftwareToolkit
 quantitative,Python > Trading & Backtesting,2019-03-03,https://github.com/jeffrey-liang/quantitative,"Quantitative finance, and backtesting library.",True,False,jeffrey-liang/quantitative
@@ -41,6 +45,7 @@ backtrader,Python > Trading & Backtesting,2023-04-19,https://github.com/backtrad
 pythalesians,Python > Trading & Backtesting,2016-09-23,https://github.com/thalesians/pythalesians,"Python library to backtest trading strategies, plot charts, seamlessly download market data, analyse market patterns etc.",True,False,thalesians/pythalesians
 pybacktest,Python > Trading & Backtesting,2019-09-09,https://github.com/ematvey/pybacktest,"Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier.",True,False,ematvey/pybacktest
 pyalgotrade,Python > Trading & Backtesting,2023-03-05,https://github.com/gbeced/pyalgotrade,Python Algorithmic Trading Library.,True,False,gbeced/pyalgotrade
+basana,Python > Trading & Backtesting,2023-08-12,https://github.com/gbeced/basana,"A Python async and event driven framework for algorithmic trading, with a focus on crypto currencies.",True,False,gbeced/basana
 tradingWithPython,Python > Trading & Backtesting,,https://pypi.org/project/tradingWithPython/,A collection of functions and classes for Quantitative trading.,False,False,
 Pandas TA,Python > Trading & Backtesting,2022-09-24,https://github.com/twopirllc/pandas-ta,Pandas TA is an easy to use Python 3 Pandas Extension with 115+ Indicators. Easily build Custom Strategies.,True,False,twopirllc/pandas-ta
 ta,Python > Trading & Backtesting,2022-08-23,https://github.com/bukosabino/ta,Technical Analysis Library using Pandas (Python),True,False,bukosabino/ta
@@ -49,7 +54,7 @@ pysentosa,Python > Trading & Backtesting,,https://pypi.org/project/pysentosa/,Py
 finmarketpy,Python > Trading & Backtesting,2023-04-26,https://github.com/cuemacro/finmarketpy,Python library for backtesting trading strategies and analyzing financial markets.,True,False,cuemacro/finmarketpy
 binary-martingale,Python > Trading & Backtesting,2017-10-16,https://github.com/metaperl/binary-martingale,Computer program to automatically trade binary options martingale style.,True,False,metaperl/binary-martingale
 fooltrader,Python > Trading & Backtesting,2020-07-19,https://github.com/foolcage/fooltrader,the project using big-data technology to provide an uniform way to analyze the whole market.,True,False,foolcage/fooltrader
-zvt,Python > Trading & Backtesting,2023-05-25,https://github.com/zvtvz/zvt,"the project using sql,pandas to provide an uniform and extendable way to record data,computing factors,select securites, backtesting,realtime trading and it could show all of them in clearly charts in realtime.",True,False,zvtvz/zvt
+zvt,Python > Trading & Backtesting,2023-08-01,https://github.com/zvtvz/zvt,"the project using sql,pandas to provide an uniform and extendable way to record data,computing factors,select securites, backtesting,realtime trading and it could show all of them in clearly charts in realtime.",True,False,zvtvz/zvt
 pylivetrader,Python > Trading & Backtesting,2022-04-11,https://github.com/alpacahq/pylivetrader,zipline-compatible live trading library.,True,False,alpacahq/pylivetrader
 pipeline-live,Python > Trading & Backtesting,2022-04-11,https://github.com/alpacahq/pipeline-live,zipline's pipeline capability with IEX for live trading.,True,False,alpacahq/pipeline-live
 zipline-extensions,Python > Trading & Backtesting,2018-09-17,https://github.com/quantrocket-llc/zipline-extensions,Zipline extensions and adapters for QuantRocket.,True,False,quantrocket-llc/zipline-extensions
@@ -60,35 +65,39 @@ riskparity.py,Python > Trading & Backtesting,2023-07-01,https://github.com/dppal
 mlfinlab,Python > Trading & Backtesting,2021-12-01,https://github.com/hudson-and-thames/mlfinlab,"Implementations regarding ""Advances in Financial Machine Learning"" by Marcos Lopez de Prado. (Feature Engineering, Financial Data Structures, Meta-Labeling)",True,False,hudson-and-thames/mlfinlab
 pyqstrat,Python > Trading & Backtesting,2023-04-21,https://github.com/abbass2/pyqstrat,"A fast, extensible, transparent python library for backtesting quantitative strategies.",True,False,abbass2/pyqstrat
 NowTrade,Python > Trading & Backtesting,2017-02-07,https://github.com/edouardpoitras/NowTrade,Python library for backtesting technical/mechanical strategies in the stock and currency markets.,True,False,edouardpoitras/NowTrade
-pinkfish,Python > Trading & Backtesting,2023-07-15,https://github.com/fja05680/pinkfish,A backtester and spreadsheet library for security analysis.,True,False,fja05680/pinkfish
+pinkfish,Python > Trading & Backtesting,2023-08-02,https://github.com/fja05680/pinkfish,A backtester and spreadsheet library for security analysis.,True,False,fja05680/pinkfish
 aat,Python > Trading & Backtesting,2022-11-22,https://github.com/timkpaine/aat,Async Algorithmic Trading Engine,True,False,timkpaine/aat
 Backtesting.py,Python > Trading & Backtesting,,https://kernc.github.io/backtesting.py/,Backtest trading strategies in Python,False,False,
 catalyst,Python > Trading & Backtesting,2021-09-22,https://github.com/enigmampc/catalyst,An Algorithmic Trading Library for Crypto-Assets in Python,True,False,enigmampc/catalyst
 quantstats,Python > Trading & Backtesting,2023-07-06,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python",True,False,ranaroussi/quantstats
 qtpylib,Python > Trading & Backtesting,2021-03-24,https://github.com/ranaroussi/qtpylib,"QTPyLib, Pythonic Algorithmic Trading <http://qtpylib.io>",True,False,ranaroussi/qtpylib
 Quantdom,Python > Trading & Backtesting,2019-03-12,https://github.com/constverum/Quantdom,Python-based framework for backtesting trading strategies & analyzing financial markets [GUI :neckbeard:],True,False,constverum/Quantdom
-freqtrade,Python > Trading & Backtesting,2023-07-23,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot",True,False,freqtrade/freqtrade
+freqtrade,Python > Trading & Backtesting,2023-08-14,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot",True,False,freqtrade/freqtrade
 algorithmic-trading-with-python,Python > Trading & Backtesting,2021-06-01,https://github.com/chrisconlan/algorithmic-trading-with-python,"Free `pandas` and `scikit-learn` resources for trading simulation, backtesting, and machine learning on financial data.",True,False,chrisconlan/algorithmic-trading-with-python
 DeepDow,Python > Trading & Backtesting,2022-08-02,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning,True,False,jankrepl/deepdow
-Qlib,Python > Trading & Backtesting,2023-07-19,https://github.com/microsoft/qlib,"An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution.",True,False,microsoft/qlib
+Qlib,Python > Trading & Backtesting,2023-08-04,https://github.com/microsoft/qlib,"An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution.",True,False,microsoft/qlib
 machine-learning-for-trading,Python > Trading & Backtesting,2023-03-05,https://github.com/stefan-jansen/machine-learning-for-trading,Code and resources for Machine Learning for Algorithmic Trading,True,False,stefan-jansen/machine-learning-for-trading
-AlphaPy,Python > Trading & Backtesting,2023-04-17,https://github.com/ScottfreeLLC/AlphaPy,"Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost",True,False,ScottfreeLLC/AlphaPy
+AlphaPy,Python > Trading & Backtesting,2023-07-25,https://github.com/ScottfreeLLC/AlphaPy,"Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost",True,False,ScottfreeLLC/AlphaPy
 jesse,Python > Trading & Backtesting,2023-07-15,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python,True,False,jesse-ai/jesse
-rqalpha,Python > Trading & Backtesting,2023-07-21,https://github.com/ricequant/rqalpha,"A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities.",True,False,ricequant/rqalpha
-FinRL-Library,Python > Trading & Backtesting,2023-07-18,https://github.com/AI4Finance-LLC/FinRL-Library,A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.,True,False,AI4Finance-LLC/FinRL-Library
+rqalpha,Python > Trading & Backtesting,2023-08-07,https://github.com/ricequant/rqalpha,"A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities.",True,False,ricequant/rqalpha
+FinRL-Library,Python > Trading & Backtesting,2023-08-13,https://github.com/AI4Finance-LLC/FinRL-Library,A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.,True,False,AI4Finance-LLC/FinRL-Library
 bulbea,Python > Trading & Backtesting,2017-03-19,https://github.com/achillesrasquinha/bulbea,Deep Learning based Python Library for Stock Market Prediction and Modelling.,True,False,achillesrasquinha/bulbea
 ib_nope,Python > Trading & Backtesting,2021-04-22,https://github.com/ajhpark/ib_nope,Automated trading system for NOPE strategy over IBKR TWS.,True,False,ajhpark/ib_nope
 OctoBot,Python > Trading & Backtesting,2023-07-08,https://github.com/Drakkar-Software/OctoBot,"Open source cryptocurrency trading bot for high frequency, arbitrage, TA and social trading with an advanced web interface.",True,False,Drakkar-Software/OctoBot
 bta-lib,Python > Trading & Backtesting,2020-03-11,https://github.com/mementum/bta-lib,Technical Analysis library in pandas for backtesting algotrading and quantitative analysis.,True,False,mementum/bta-lib
 Stock-Prediction-Models,Python > Trading & Backtesting,2021-01-05,https://github.com/huseinzol05/Stock-Prediction-Models,Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations.,True,False,huseinzol05/Stock-Prediction-Models
-TuneTA,Python > Trading & Backtesting,2022-07-15,https://github.com/jmrichardson/tuneta,TuneTA optimizes technical indicators using a distance correlation measure to a user defined target feature such as next day return.,True,False,jmrichardson/tuneta
+TuneTA,Python > Trading & Backtesting,2023-08-07,https://github.com/jmrichardson/tuneta,TuneTA optimizes technical indicators using a distance correlation measure to a user defined target feature such as next day return.,True,False,jmrichardson/tuneta
 AutoTrader,Python > Trading & Backtesting,2022-11-21,https://github.com/kieran-mackle/AutoTrader,A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.,True,False,kieran-mackle/AutoTrader
 fast-trade,Python > Trading & Backtesting,2023-01-31,https://github.com/jrmeier/fast-trade,A library built with backtest portability and performance in mind for backtest trading strategies.,True,False,jrmeier/fast-trade
-qf-lib,Python > Trading & Backtesting,2023-06-07,https://github.com/quarkfin/qf-lib,QF-Lib is a Python library that provides high quality tools for quantitative finance.,True,False,quarkfin/qf-lib
+qf-lib,Python > Trading & Backtesting,2023-08-04,https://github.com/quarkfin/qf-lib,QF-Lib is a Python library that provides high quality tools for quantitative finance.,True,False,quarkfin/qf-lib
 tda-api,Python > Trading & Backtesting,2023-06-05,https://github.com/alexgolec/tda-api,"Gather data and trade equities, options, and ETFs via TDAmeritrade.",True,False,alexgolec/tda-api
 vectorbt,Python > Trading & Backtesting,2023-07-09,https://github.com/polakowo/vectorbt,"Find your trading edge, using a powerful toolkit for backtesting, algorithmic trading, and research.",True,False,polakowo/vectorbt
-Lean,Python > Trading & Backtesting,2023-07-21,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,QuantConnect/Lean
+Lean,Python > Trading & Backtesting,2023-08-10,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,QuantConnect/Lean
 fast-trade,Python > Trading & Backtesting,2023-01-31,https://github.com/jrmeier/fast-trade,Low code backtesting library utilizing pandas and technical analysis indicators.,True,False,jrmeier/fast-trade
+pysystemtrade,Python > Trading & Backtesting,2023-08-12,https://github.com/robcarver17/pysystemtrade,"pysystemtrade is the open source version of Robert Carver's backtesting and trading engine that implements systems according to the framework outlined in his book ""Systematic Trading"", which is further developed on his [blog](https://qoppac.blogspot.com/).",True,False,robcarver17/pysystemtrade
+pytrendseries,Python > Trading & Backtesting,2023-06-14,https://github.com/rafa-rod/pytrendseries,"Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater.",True,False,rafa-rod/pytrendseries
+PyLOB,Python > Trading & Backtesting,2023-01-01,https://github.com/DrAshBooth/PyLOB,Fully functioning fast Limit Order Book written in Python.,True,False,DrAshBooth/PyLOB
+PyBroker,Python > Trading & Backtesting,2023-08-10,https://github.com/edtechre/pybroker,Algorithmic Trading with Machine Learning.,True,False,edtechre/pybroker
 pyfolio,Python > Risk Analysis,2020-02-28,https://github.com/quantopian/pyfolio,Portfolio and risk analytics in Python.,True,False,quantopian/pyfolio
 empyrical,Python > Risk Analysis,2020-10-14,https://github.com/quantopian/empyrical,Common financial risk and performance metrics.,True,False,quantopian/empyrical
 fecon235,Python > Risk Analysis,2018-12-03,https://github.com/rsvp/fecon235,"Computational tools for financial economics include: Gaussian Mixture model of leptokurtotic risk, adaptive Boltzmann portfolios.",True,False,rsvp/fecon235
@@ -97,27 +106,27 @@ qfrm,Python > Risk Analysis,,https://pypi.org/project/qfrm/,"Quantitative Financ
 visualize-wealth,Python > Risk Analysis,2015-06-10,https://github.com/benjaminmgross/visualize-wealth,Portfolio construction and quantitative analysis.,True,False,benjaminmgross/visualize-wealth
 VisualPortfolio,Python > Risk Analysis,2017-02-28,https://github.com/wegamekinglc/VisualPortfolio,This tool is used to visualize the perfomance of a portfolio.,True,False,wegamekinglc/VisualPortfolio
 universal-portfolios,Python > Risk Analysis,2023-04-19,https://github.com/Marigold/universal-portfolios,Collection of algorithms for online portfolio selection.,True,False,Marigold/universal-portfolios
-FinQuant,Python > Risk Analysis,2023-07-23,https://github.com/fmilthaler/FinQuant,"A program for financial portfolio management, analysis and optimisation.",True,False,fmilthaler/FinQuant
-Empyrial,Python > Risk Analysis,2023-07-07,https://github.com/ssantoshp/Empyrial,Portfolio's risk and performance analytics and returns predictions.,True,False,ssantoshp/Empyrial
+FinQuant,Python > Risk Analysis,2023-08-03,https://github.com/fmilthaler/FinQuant,"A program for financial portfolio management, analysis and optimisation.",True,False,fmilthaler/FinQuant
+Empyrial,Python > Risk Analysis,2023-08-13,https://github.com/ssantoshp/Empyrial,Portfolio's risk and performance analytics and returns predictions.,True,False,ssantoshp/Empyrial
 risktools,Python > Risk Analysis,2023-07-05,https://github.com/bbcho/risktools-dev,Risk tools for use within the crude and crude products trading space with partial implementation of R's PerformanceAnalytics.,True,False,bbcho/risktools-dev
-Riskfolio-Lib,Python > Risk Analysis,2023-06-20,https://github.com/dcajasn/Riskfolio-Lib,Portfolio Optimization and Quantitative Strategic Asset Allocation in Python.,True,False,dcajasn/Riskfolio-Lib
+Riskfolio-Lib,Python > Risk Analysis,2023-08-01,https://github.com/dcajasn/Riskfolio-Lib,Portfolio Optimization and Quantitative Strategic Asset Allocation in Python.,True,False,dcajasn/Riskfolio-Lib
 alphalens,Python > Factor Analysis,2020-04-27,https://github.com/quantopian/alphalens,Performance analysis of predictive alpha factors.,True,False,quantopian/alphalens
 Spectre,Python > Factor Analysis,2023-01-18,https://github.com/Heerozh/spectre,GPU-accelerated Factors analysis library and Backtester,True,False,Heerozh/spectre
 ARCH,Python > Time Series,2023-07-12,https://github.com/bashtage/arch,ARCH models in Python.,True,False,bashtage/arch
 statsmodels,Python > Time Series,,http://statsmodels.sourceforge.net,"Python module that allows users to explore data, estimate statistical models, and perform statistical tests.",False,False,
 dynts,Python > Time Series,2016-11-02,https://github.com/quantmind/dynts,Python package for timeseries analysis and manipulation.,True,False,quantmind/dynts
 PyFlux,Python > Time Series,2018-12-16,https://github.com/RJT1990/pyflux,Python library for timeseries modelling and inference (frequentist and Bayesian) on models.,True,False,RJT1990/pyflux
-tsfresh,Python > Time Series,2023-06-30,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,blue-yonder/tsfresh
+tsfresh,Python > Time Series,2023-08-03,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,blue-yonder/tsfresh
 hasura/quandl-metabase,Python > Time Series,,https://platform.hasura.io/hub/projects/anirudhm/quandl-metabase-time-series,Hasura quickstart to visualize Quandl's timeseries datasets with Metabase.,False,False,
 Facebook Prophet,Python > Time Series,2023-07-07,https://github.com/facebook/prophet,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,True,False,facebook/prophet
 tsmoothie,Python > Time Series,2022-08-24,https://github.com/cerlymarco/tsmoothie,A python library for time-series smoothing and outlier detection in a vectorized way.,True,False,cerlymarco/tsmoothie
 pmdarima,Python > Time Series,2023-07-03,https://github.com/alkaline-ml/pmdarima,"A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.",True,False,alkaline-ml/pmdarima
-gluon-ts,Python > Time Series,2023-07-14,https://github.com/awslabs/gluon-ts,vProbabilistic time series modeling in Python.,True,False,awslabs/gluon-ts
-exchange_calendars,Python > Calendars,2023-05-25,https://github.com/gerrymanoim/exchange_calendars,Stock Exchange Trading Calendars.,True,False,gerrymanoim/exchange_calendars
+gluon-ts,Python > Time Series,2023-08-14,https://github.com/awslabs/gluon-ts,vProbabilistic time series modeling in Python.,True,False,awslabs/gluon-ts
+exchange_calendars,Python > Calendars,2023-06-29,https://github.com/gerrymanoim/exchange_calendars,Stock Exchange Trading Calendars.,True,False,gerrymanoim/exchange_calendars
 bizdays,Python > Calendars,2023-01-20,https://github.com/wilsonfreitas/python-bizdays,Business days calculations and utilities.,True,False,wilsonfreitas/python-bizdays
 pandas_market_calendars,Python > Calendars,2023-02-04,https://github.com/rsheftel/pandas_market_calendars,Exchange calendars to use with pandas for trading applications.,True,False,rsheftel/pandas_market_calendars
-yfinance,Python > Data Sources,2023-07-21,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader),True,False,ranaroussi/yfinance
-findatapy,Python > Data Sources,2023-05-14,https://github.com/cuemacro/findatapy,"Python library to download market data via Bloomberg, Quandl, Yahoo etc.",True,False,cuemacro/findatapy
+yfinance,Python > Data Sources,2023-08-13,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader),True,False,ranaroussi/yfinance
+findatapy,Python > Data Sources,2023-07-26,https://github.com/cuemacro/findatapy,"Python library to download market data via Bloomberg, Quandl, Yahoo etc.",True,False,cuemacro/findatapy
 googlefinance,Python > Data Sources,2018-09-23,https://github.com/hongtaocai/googlefinance,Python module to get real-time stock data from Google Finance API.,True,False,hongtaocai/googlefinance
 yahoo-finance,Python > Data Sources,2021-12-15,https://github.com/lukaszbanasiak/yahoo-finance,Python module to get stock data from Yahoo! Finance.,True,False,lukaszbanasiak/yahoo-finance
 pandas-datareader,Python > Data Sources,2023-06-24,https://github.com/pydata/pandas-datareader,"Python module to get data from various sources (Google Finance, Yahoo Finance, FRED, OECD, Fama/French, World Bank, Eurostat...) into Pandas datastructures such as DataFrame, Panel with a caching mechanism.",True,False,pydata/pandas-datareader
@@ -151,7 +160,7 @@ iexfinance,Python > Data Sources,2021-01-02,https://github.com/addisonlynch/iexf
 pyEX,Python > Data Sources,2022-11-22,https://github.com/timkpaine/pyEX,"Python interface to IEX with emphasis on pandas, support for streaming data, premium data, points data (economic, rates, commodities), and technical indicators.",True,False,timkpaine/pyEX
 alpaca-trade-api,Python > Data Sources,2023-06-27,https://github.com/alpacahq/alpaca-trade-api-python,Python interface for retrieving real-time and historical prices from Alpaca API as well as trade execution.,True,False,alpacahq/alpaca-trade-api-python
 metatrader5,Python > Data Sources,,https://pypi.org/project/MetaTrader5/,API Connector to MetaTrader 5 Terminal,False,False,
-akshare,Python > Data Sources,2023-07-23,https://github.com/jindaxiang/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! <https://akshare.readthedocs.io>",True,False,jindaxiang/akshare
+akshare,Python > Data Sources,2023-08-14,https://github.com/jindaxiang/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! <https://akshare.readthedocs.io>",True,False,jindaxiang/akshare
 yahooquery,Python > Data Sources,2023-07-18,https://github.com/dpguthrie/yahooquery,Python interface for retrieving data through unofficial Yahoo Finance API.,True,False,dpguthrie/yahooquery
 investpy,Python > Data Sources,2022-10-02,https://github.com/alvarobartt/investpy,Financial Data Extraction from Investing.com with Python! <https://investpy.readthedocs.io/>,True,False,alvarobartt/investpy
 yliveticker,Python > Data Sources,2021-04-29,https://github.com/yahoofinancelive/yliveticker,Live stream of market data from Yahoo Finance websocket.,True,False,yahoofinancelive/yliveticker
@@ -160,6 +169,13 @@ alpha_vantage,Python > Data Sources,2022-12-25,https://github.com/RomelTorres/al
 FinanceDataReader,Python > Data Sources,2022-10-14,https://github.com/FinanceData/FinanceDataReader,"Open Source Financial data reader for U.S, Korean, Japanese, Chinese, Vietnamese Stocks",True,False,FinanceData/FinanceDataReader
 pystlouisfed,Python > Data Sources,2023-05-12,https://github.com/TomasKoutek/pystlouisfed,"Python client for Federal Reserve Bank of St. Louis API - FRED, ALFRED, GeoFRED and FRASER.",True,False,TomasKoutek/pystlouisfed
 python-bcb,Python > Data Sources,2023-07-22,https://github.com/wilsonfreitas/python-bcb,Python interface to Brazilian Central Bank web services.,True,False,wilsonfreitas/python-bcb
+market-prices,Python > Data Sources,2023-07-03,https://github.com/maread99/market_prices,Create meaningful OHLCV datasets from knowledge of [exchange-calendars](https://github.com/gerrymanoim/exchange_calendars) (works out-the-box with data from Yahoo Finance).,True,False,maread99/market_prices
+tardis-python,Python > Data Sources,2023-04-14,https://github.com/tardis-dev/tardis-python,Python interface for Tardis.dev high frequency crypto market data,True,False,tardis-dev/tardis-python
+lake-api,Python > Data Sources,2023-05-21,https://github.com/crypto-lake/lake-api,Python interface for Crypto Lake high frequency crypto market data,True,False,crypto-lake/lake-api
+tessa,Python > Data Sources,2023-06-27,https://github.com/ymyke/tessa,"simple, hassle-free access to price information of financial assets (currently based on yfinance and pycoingecko), including search and a symbol class.",True,False,ymyke/tessa
+pandaSDMX,Python > Data Sources,2023-02-25,https://github.com/dr-leo/pandaSDMX,"Python package that implements SDMX 2.1 (ISO 17369:2013), a format for exchange of statistical data and metadata used by national statistical agencies, central banks, and international organisations.",True,False,dr-leo/pandaSDMX
+cif,Python > Data Sources,2022-06-18,https://github.com/LenkaV/CIF,"Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.",True,False,LenkaV/CIF
+finagg,Python > Data Sources,2023-08-11,https://github.com/theOGognf/finagg,"finagg is a Python package that provides implementations of popular and free financial APIs, tools for aggregating historical data from those APIs into SQL databases, and tools for transforming aggregated data into features useful for analysis and AI/ML.",True,False,theOGognf/finagg
 xlwings,Python > Excel Integration,,https://www.xlwings.org/,Make Excel fly with Python.,False,False,
 openpyxl,Python > Excel Integration,,https://openpyxl.readthedocs.io/en/latest/,Read/Write Excel 2007 xlsx/xlsm files.,False,False,
 xlrd,Python > Excel Integration,2021-08-19,https://github.com/python-excel/xlrd,Library for developers to extract data from Microsoft Excel spreadsheet files.,True,False,python-excel/xlrd
@@ -170,10 +186,11 @@ xlloop,Python > Excel Integration,,http://xlloop.sourceforge.net,XLLoop is an op
 expy,Python > Excel Integration,,http://www.bnikolic.co.uk/expy/expy.html,"The ExPy add-in allows easy use of Python directly from within an Microsoft Excel spreadsheet, both to execute arbitrary code and to define new Excel functions.",False,False,
 pyxll,Python > Excel Integration,,https://www.pyxll.com,PyXLL is an Excel add-in that enables you to extend Excel using nothing but Python code.,False,False,
 D-Tale,Python > Visualization,2023-07-21,https://github.com/man-group/dtale,Visualizer for pandas dataframes and xarray datasets.,True,False,man-group/dtale
-mplfinance,Python > Visualization,2023-06-21,https://github.com/matplotlib/mplfinance,"matplotlib utilities for the visualization, and visual analysis, of financial data.",True,False,matplotlib/mplfinance
-finplot,Python > Visualization,2023-07-11,https://github.com/highfestiva/finplot,Performant and effortless finance plotting for Python.,True,False,highfestiva/finplot
+mplfinance,Python > Visualization,2023-08-01,https://github.com/matplotlib/mplfinance,"matplotlib utilities for the visualization, and visual analysis, of financial data.",True,False,matplotlib/mplfinance
+finplot,Python > Visualization,2023-07-31,https://github.com/highfestiva/finplot,Performant and effortless finance plotting for Python.,True,False,highfestiva/finplot
 finvizfinance,Python > Visualization,2023-07-02,https://github.com/lit26/finvizfinance,Finviz analysis python library.,True,False,lit26/finvizfinance
-xts,R > Numerical Libraries & Data Structures,2023-07-09,https://github.com/joshuaulrich/xts,"eXtensible Time Series: Provide for uniform handling of R's different time-based data classes by extending zoo, maximizing native format information preservation and allowing for user level customization and extension, while simplifying cross-class interoperability.",True,False,joshuaulrich/xts
+market-analy,Python > Visualization,2023-07-03,https://github.com/maread99/market_analy,Analysis and interactive charting using [market-prices](https://github.com/maread99/market_prices) and bqplot.,True,False,maread99/market_analy
+xts,R > Numerical Libraries & Data Structures,2023-08-04,https://github.com/joshuaulrich/xts,"eXtensible Time Series: Provide for uniform handling of R's different time-based data classes by extending zoo, maximizing native format information preservation and allowing for user level customization and extension, while simplifying cross-class interoperability.",True,False,joshuaulrich/xts
 data.table,R > Numerical Libraries & Data Structures,2023-02-17,https://github.com/Rdatatable/data.table,"Extension of data.frame: Fast aggregation of large data (e.g. 100GB in RAM), fast ordered joins, fast add/modify/delete of columns by group using no copies at all, list columns and a fast file reader (fread). Offers a natural and flexible syntax, for faster development.",True,False,Rdatatable/data.table
 sparseEigen,R > Numerical Libraries & Data Structures,2018-12-22,https://github.com/dppalomar/sparseEigen,Sparse pricipal component analysis.,True,False,dppalomar/sparseEigen
 TSdbi,R > Numerical Libraries & Data Structures,,http://tsdbi.r-forge.r-project.org/,Provides a common interface to time series databases.,False,False,
@@ -191,6 +208,8 @@ GetHFData,R > Data Sources,2020-06-30,https://github.com/msperlin/GetHFData,Down
 Reddit WallstreetBets API,R > Data Sources,,https://dashboard.nbshare.io/apps/reddit/api/,Provides daily top 50 stocks from reddit (subreddit) Wallstreetbets and their sentiments via the API.,False,False,
 td,R > Data Sources,2022-12-05,https://github.com/eddelbuettel/td,Interfaces the 'twelvedata' API for stocks and (digital and standard) currencies.,True,False,eddelbuettel/td
 rbcb,R > Data Sources,2023-06-19,https://github.com/wilsonfreitas/rbcb,R interface to Brazilian Central Bank web services.,True,False,wilsonfreitas/rbcb
+rb3,R > Data Sources,2023-04-14,https://github.com/ropensci/rb3,A bunch of downloaders and parsers for data delivered from B3.,True,False,ropensci/rb3
+simfinapi,R > Data Sources,2023-04-12,https://github.com/matthiasgomolka/simfinapi,Makes 'SimFin' data (<https://simfin.com/>) easily accessible in R.,True,False,matthiasgomolka/simfinapi
 RQuantLib,R > Financial Instruments and Pricing,,http://dirk.eddelbuettel.com/code/rquantlib.html,RQuantLib connects GNU R with QuantLib.,False,False,
 quantmod,R > Financial Instruments and Pricing,,https://cran.r-project.org/web/packages/quantmod/index.html,Quantitative Financial Modelling Framework.,False,True,
 Rmetrics,R > Financial Instruments and Pricing,,https://www.rmetrics.org,The premier open source software solution for teaching and training quantitative finance.,False,False,
@@ -226,7 +245,7 @@ fmbasics,R > Financial Instruments and Pricing,2019-12-03,https://github.com/ima
 R-fixedincome,R > Financial Instruments and Pricing,2023-06-27,https://github.com/wilsonfreitas/R-fixedincome,Fixed income tools for R.,True,False,wilsonfreitas/R-fixedincome
 backtest,R > Trading,,https://cran.r-project.org/web/packages/backtest/index.html,Exploring Portfolio-Based Conjectures About Financial Instruments.,False,True,
 pa,R > Trading,,https://cran.r-project.org/web/packages/pa/index.html,Performance Attribution for Equity Portfolios.,False,True,
-TTR,R > Trading,2023-07-04,https://github.com/joshuaulrich/TTR,Technical Trading Rules.,True,False,joshuaulrich/TTR
+TTR,R > Trading,2023-08-03,https://github.com/joshuaulrich/TTR,Technical Trading Rules.,True,False,joshuaulrich/TTR
 QuantTools,R > Trading,,https://quanttools.bitbucket.io/_site/index.html,Enhanced Quantitative Trading Modelling.,False,False,
 blotter,R > Trading,2023-02-04,https://github.com/braverock/blotter,"Transaction infrastructure for defining instruments, transactions, portfolios and accounts for trading systems and simulation. Provides portfolio support for multi-asset class and multi-currency portfolios. Actively maintained and developed.",True,False,braverock/blotter
 quantstrat,R > Backtesting,2023-02-04,https://github.com/braverock/quantstrat,Transaction-oriented infrastructure for constructing trading systems and simulation. Provides support for multi-asset class and multi-currency portfolios for backtesting and other financial research.,True,False,braverock/quantstrat
@@ -258,17 +277,21 @@ TimeSeries.jl,Julia,2023-05-17,https://github.com/JuliaStats/TimeSeries.jl,Time
 MarketTechnicals.jl,Julia,2021-07-12,https://github.com/JuliaQuant/MarketTechnicals.jl,Technical analysis of financial time series on top of TimeSeries.,True,False,JuliaQuant/MarketTechnicals.jl
 MarketData.jl,Julia,2022-06-21,https://github.com/JuliaQuant/MarketData.jl,Time series market data.,True,False,JuliaQuant/MarketData.jl
 TimeFrames.jl,Julia,2019-02-16,https://github.com/femtotrader/TimeFrames.jl,A Julia library that defines TimeFrame (essentially for resampling TimeSeries).,True,False,femtotrader/TimeFrames.jl
+DataFrames.jl,Julia,2023-07-22,https://github.com/JuliaData/DataFrames.jl,In-memory tabular data in Julia,True,False,JuliaData/DataFrames.jl
+TSFrames.jl,Julia,2023-07-25,https://github.com/xKDR/TSFrames.jl,Handle timeseries data on top of the powerful and mature DataFrames.jl,True,False,xKDR/TSFrames.jl
 Strata,Java,,http://strata.opengamma.io/,Modern open-source analytics and market risk library designed and written in Java.,False,False,
 JQuantLib,Java,,http://www.jquantlib.org,"JQuantLib is a free, open-source, comprehensive framework for quantitative finance, written in 100% Java.",False,False,
 finmath.net,Java,,http://finmath.net,Java library with algorithms and methodologies related to mathematical finance.,False,False,
 quantcomponents,Java,2015-10-07,https://github.com/lsgro/quantcomponents,Free Java components for Quantitative Finance and Algorithmic Trading.,True,False,lsgro/quantcomponents
 DRIP,Java,,https://lakshmidrip.github.io/DRIP,"Fixed Income, Asset Allocation, Transaction Cost Analysis, XVA Metrics Libraries.",False,False,
-ta4j,Java,2023-07-20,https://github.com/ta4j/ta4j,A Java library for technical analysis.,True,False,ta4j/ta4j
+ta4j,Java,2023-08-06,https://github.com/ta4j/ta4j,A Java library for technical analysis.,True,False,ta4j/ta4j
 finance.js,JavaScript,2018-10-11,https://github.com/ebradyjobory/finance.js,A JavaScript library for common financial calculations.,True,False,ebradyjobory/finance.js
 portfolio-allocation,JavaScript,2022-08-11,https://github.com/lequant40/portfolio_allocation_js,"PortfolioAllocation is a JavaScript library designed to help constructing financial portfolios made of several assets: bonds, commodities, cryptocurrencies, currencies, exchange traded funds (ETFs), mutual funds, stocks...",True,False,lequant40/portfolio_allocation_js
-Ghostfolio,JavaScript,2023-07-23,https://github.com/ghostfolio/ghostfolio,"Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions.",True,False,ghostfolio/ghostfolio
+Ghostfolio,JavaScript,2023-08-13,https://github.com/ghostfolio/ghostfolio,"Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions.",True,False,ghostfolio/ghostfolio
 IndicatorTS,JavaScript,2023-06-26,https://github.com/cinar/indicatorts,"Indicator is a TypeScript module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,cinar/indicatorts
-ccxt,JavaScript,2023-07-23,https://github.com/ccxt/ccxt,A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges.,True,False,ccxt/ccxt
+ccxt,JavaScript,2023-08-14,https://github.com/ccxt/ccxt,A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges.,True,False,ccxt/ccxt
+PENDAX,JavaScript,2023-06-13,https://github.com/CompendiumFi/PENDAX-SDK,"Javascript SDK for Trading/Data API and Websockets for FTX, FTXUS, OKX, Bybit, & More.",True,False,CompendiumFi/PENDAX-SDK
+Mida,JavaScript,2023-07-26,https://github.com/Reiryoku-Technologies/Mida,The open-source and cross-platform trading framework (https://www.mida.org/).,True,False,Reiryoku-Technologies/Mida
 QUANTAXIS_Webkit,JavaScript > Data Visualization,2017-07-30,https://github.com/yutiansut/QUANTAXIS_Webkit,An awesome visualization center based on quantaxis.,True,False,yutiansut/QUANTAXIS_Webkit
 quantfin,Haskell,2019-04-06,https://github.com/boundedvariation/quantfin,quant finance in pure haskell.,True,False,boundedvariation/quantfin
 Haxcel,Haskell,2022-09-13,https://github.com/MarcusRainbow/Haxcel,Excel Addin for Haskell.,True,False,MarcusRainbow/Haxcel
@@ -289,14 +312,20 @@ RQuantLib,Frameworks,,http://dirk.eddelbuettel.com/code/rquantlib.html,R port.,F
 QuantLibAddin,Frameworks,,https://www.quantlib.org/quantlibaddin/,Excel support.,False,False,
 QuantLibXL,Frameworks,,https://www.quantlib.org/quantlibxl/,Excel support.,False,False,
 QLNet,Frameworks,2023-06-15,https://github.com/amaggiulli/qlnet,.Net port.,True,False,amaggiulli/qlnet
-PyQL,Frameworks,2023-03-06,https://github.com/enthought/pyql,Python port.,True,False,enthought/pyql
+PyQL,Frameworks,2023-07-31,https://github.com/enthought/pyql,Python port.,True,False,enthought/pyql
 QuantLib.jl,Frameworks,2020-02-18,https://github.com/pazzo83/QuantLib.jl,Julia port.,True,False,pazzo83/QuantLib.jl
+QuantLib-Python Documentation,Frameworks,,https://quantlib-python-docs.readthedocs.io/,Documentation for the Python bindings for the QuantLib library,False,False,
 TA-Lib,Frameworks,,https://ta-lib.org,perform technical analysis of financial market data.,False,False,
 Portfolio Optimizer,Frameworks,,https://portfoliooptimizer.io/,Portfolio Optimizer is a Web API for portfolio analysis and optimization.,False,False,
-QuantConnect,CSharp,2023-07-21,https://github.com/QuantConnect/Lean,Lean Engine is an open-source fully managed C# algorithmic trading engine built for desktop and cloud usage.,True,False,QuantConnect/Lean
-StockSharp,CSharp,2023-07-23,https://github.com/StockSharp/StockSharp,"Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).",True,False,StockSharp/StockSharp
+QuantConnect,CSharp,2023-08-10,https://github.com/QuantConnect/Lean,Lean Engine is an open-source fully managed C# algorithmic trading engine built for desktop and cloud usage.,True,False,QuantConnect/Lean
+StockSharp,CSharp,2023-08-14,https://github.com/StockSharp/StockSharp,"Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).",True,False,StockSharp/StockSharp
 TDAmeritrade.DotNetCore,CSharp,2023-03-10,https://github.com/NVentimiglia/TDAmeritrade.DotNetCore,"Free, open-source .NET Client for the TD Ameritrade Trading Platform. Helps developers integrate TD Ameritrade API into custom trading solutions.",True,False,NVentimiglia/TDAmeritrade.DotNetCore
 QuantMath,Rust,2020-05-28,https://github.com/MarcusRainbow/QuantMath,Financial maths library for risk-neutral pricing and risk,True,False,MarcusRainbow/QuantMath
+Barter,Rust,2023-04-20,https://github.com/barter-rs/barter-rs,Open-source Rust framework for building event-driven live-trading & backtesting systems,True,False,barter-rs/barter-rs
+LFEST,Rust,2023-07-14,https://github.com/MathisWellmann/lfest-rs,Simulated perpetual futures exchange to trade your strategy against.,True,False,MathisWellmann/lfest-rs
+TradeAggregation,Rust,2023-08-03,https://github.com/MathisWellmann/trade_aggregation-rs,Aggregate trades into user-defined candles using information driven rules.,True,False,MathisWellmann/trade_aggregation-rs
+SlidingFeatures,Rust,2023-07-06,https://github.com/MathisWellmann/sliding_features-rs,Chainable tree-like sliding windows for signal processing and technical analysis.,True,False,MathisWellmann/sliding_features-rs
+RustQuant,Rust,2023-08-04,https://github.com/avhz/RustQuant,Quantitative finance library written in Rust.,True,False,avhz/RustQuant
 Derman Papers,"Reproducing Works, Training & Books",2017-10-21,https://github.com/MarcosCarreira/DermanPapers,Notebooks that replicate original quantitative finance papers from Emanuel Derman.,True,False,MarcosCarreira/DermanPapers
 ML-Quant,"Reproducing Works, Training & Books",,https://www.ml-quant.com/,"Top Quant resources like ArXiv (sanity), SSRN, RePec, Journals, Podcasts, Videos, and Blogs.",False,False,
 volatility-trading,"Reproducing Works, Training & Books",2023-04-10,https://github.com/jasonstrimpel/volatility-trading,A complete set of volatility estimators based on Euan Sinclair's Volatility Trading.,True,False,jasonstrimpel/volatility-trading
@@ -307,7 +336,7 @@ QuantEcon,"Reproducing Works, Training & Books",,https://quantecon.org/,"Lecture
 FinanceHub,"Reproducing Works, Training & Books",2021-05-25,https://github.com/Finance-Hub/FinanceHub,Resources for Quantitative Finance,True,False,Finance-Hub/FinanceHub
 Python_Option_Pricing,"Reproducing Works, Training & Books",2017-07-26,https://github.com/dedwards25/Python_Option_Pricing,"An libary to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options.",True,False,dedwards25/Python_Option_Pricing
 python-training,"Reproducing Works, Training & Books",2023-07-07,https://github.com/jpmorganchase/python-training,J.P. Morgan's Python training for business analysts and traders.,True,False,jpmorganchase/python-training
-Stock_Analysis_For_Quant,"Reproducing Works, Training & Books",2023-07-23,https://github.com/LastAncientOne/Stock_Analysis_For_Quant,"Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau.",True,False,LastAncientOne/Stock_Analysis_For_Quant
+Stock_Analysis_For_Quant,"Reproducing Works, Training & Books",2023-08-13,https://github.com/LastAncientOne/Stock_Analysis_For_Quant,"Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau.",True,False,LastAncientOne/Stock_Analysis_For_Quant
 algorithmic-trading-with-python,"Reproducing Works, Training & Books",2021-06-01,https://github.com/chrisconlan/algorithmic-trading-with-python,Source code for Algorithmic Trading with Python (2020) by Chris Conlan.,True,False,chrisconlan/algorithmic-trading-with-python
 MEDIUM_NoteBook,"Reproducing Works, Training & Books",2023-06-27,https://github.com/cerlymarco/MEDIUM_NoteBook,Repository containing notebooks of [cerlymarco](https://github.com/cerlymarco)'s posts on Medium.,True,False,cerlymarco/MEDIUM_NoteBook
 QuantFinance,"Reproducing Works, Training & Books",2022-03-12,https://github.com/PythonCharmers/QuantFinance,Training materials in quantitative finance.,True,False,PythonCharmers/QuantFinance
@@ -316,7 +345,7 @@ Computational-Finance-Course,"Reproducing Works, Training & Books",2023-01-03,ht
 Machine-Learning-for-Asset-Managers,"Reproducing Works, Training & Books",2022-09-07,https://github.com/emoen/Machine-Learning-for-Asset-Managers,"Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.",True,False,emoen/Machine-Learning-for-Asset-Managers
 Python-for-Finance-Cookbook,"Reproducing Works, Training & Books",2023-01-18,https://github.com/PacktPublishing/Python-for-Finance-Cookbook,"Python for Finance Cookbook, published by Packt.",True,False,PacktPublishing/Python-for-Finance-Cookbook
 modelos_vol_derivativos,"Reproducing Works, Training & Books",2021-09-15,https://github.com/ysaporito/modelos_vol_derivativos,"""Modelos de Volatilidade para Derivativos"" book's Jupyter notebooks",True,False,ysaporito/modelos_vol_derivativos
-NMOF,"Reproducing Works, Training & Books",2023-06-06,https://github.com/enricoschumann/NMOF,"Functions, examples and data from the first and the second edition of ""Numerical Methods and Optimization in Finance"" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658).",True,False,enricoschumann/NMOF
+NMOF,"Reproducing Works, Training & Books",2023-07-31,https://github.com/enricoschumann/NMOF,"Functions, examples and data from the first and the second edition of ""Numerical Methods and Optimization in Finance"" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658).",True,False,enricoschumann/NMOF
 py4fi2nd,"Reproducing Works, Training & Books",2022-11-06,https://github.com/yhilpisch/py4fi2nd,"Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.",True,False,yhilpisch/py4fi2nd
 aiif,"Reproducing Works, Training & Books",2022-01-19,https://github.com/yhilpisch/aiif,Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.,True,False,yhilpisch/aiif
 py4at,"Reproducing Works, Training & Books",2021-07-08,https://github.com/yhilpisch/py4at,Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.,True,False,yhilpisch/py4at
@@ -325,7 +354,13 @@ dx,"Reproducing Works, Training & Books",2020-12-17,https://github.com/yhilpisch
 QuantFinanceBook,"Reproducing Works, Training & Books",2022-08-28,https://github.com/LechGrzelak/QuantFinanceBook,Quantitative Finance book.,True,False,LechGrzelak/QuantFinanceBook
 rough_bergomi,"Reproducing Works, Training & Books",2018-09-17,https://github.com/ryanmccrickerd/rough_bergomi,A Python implementation of the rough Bergomi model.,True,False,ryanmccrickerd/rough_bergomi
 frh-fx,"Reproducing Works, Training & Books",2018-05-24,https://github.com/ryanmccrickerd/frh-fx,A python implementation of the fast-reversion Heston model of Mechkov for FX purposes.,True,False,ryanmccrickerd/frh-fx
-value-investing-studies,"Reproducing Works, Training & Books",2021-10-26,https://github.com/euclidjda/value-investing-studies,A collection of data analysis studies that examine the performance and characteristics of value investing over long periods of time.,True,False,euclidjda/value-investing-studies
-machine-learning-asset-management,"Reproducing Works, Training & Books",2021-12-17,https://github.com/firmai/machine-learning-asset-management,Machine Learning in Asset Management (by @firmai).,True,False,firmai/machine-learning-asset-management
-Deep-Learning-Machine-Learning-Stock,"Reproducing Works, Training & Books",2023-07-04,https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock,Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.,True,False,LastAncientOne/Deep-Learning-Machine-Learning-Stock
-Technical_Analysis_and_Feature_Engineering,"Reproducing Works, Training & Books",2023-03-31,https://github.com/jo-cho/Technical_Analysis_and_Feature_Engineering,Feature Engineering and Feature Importance of Machine Learning in Financial Market.,True,False,jo-cho/Technical_Analysis_and_Feature_Engineering
+Value Investing Studies,"Reproducing Works, Training & Books",2021-10-26,https://github.com/euclidjda/value-investing-studies,A collection of data analysis studies that examine the performance and characteristics of value investing over long periods of time.,True,False,euclidjda/value-investing-studies
+Machine Learning Asset Management,"Reproducing Works, Training & Books",2021-12-17,https://github.com/firmai/machine-learning-asset-management,Machine Learning in Asset Management (by @firmai).,True,False,firmai/machine-learning-asset-management
+Deep Learning Machine Learning Stock,"Reproducing Works, Training & Books",2023-07-04,https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock,Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.,True,False,LastAncientOne/Deep-Learning-Machine-Learning-Stock
+Technical Analysis and Feature Engineering,"Reproducing Works, Training & Books",2023-03-31,https://github.com/jo-cho/Technical_Analysis_and_Feature_Engineering,Feature Engineering and Feature Importance of Machine Learning in Financial Market.,True,False,jo-cho/Technical_Analysis_and_Feature_Engineering
+Differential Machine Learning and Axes that matter by Brian Huge and Antoine Savine,"Reproducing Works, Training & Books",2022-10-05,https://github.com/differential-machine-learning/notebooks,"Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.",True,False,differential-machine-learning/notebooks
+systematictradingexamples,"Reproducing Works, Training & Books",2020-07-22,https://github.com/robcarver17/systematictradingexamples,Examples of code related to book [Systematic Trading](www.systematictrading.org) and [blog](http://qoppac.blogspot.com),True,False,robcarver17/systematictradingexamples
+pysystemtrade_examples,"Reproducing Works, Training & Books",2018-02-21,https://github.com/robcarver17/pysystemtrade_examples,Examples using pysystemtrade for Robert Carver's [blog](http://qoppac.blogspot.com).,True,False,robcarver17/pysystemtrade_examples
+ML_Finance_Codes,"Reproducing Works, Training & Books",2020-06-13,https://github.com/mfrdixon/ML_Finance_Codes,Machine Learning in Finance: From Theory to Practice Book,True,False,mfrdixon/ML_Finance_Codes
+Hands-On Machine Learning for Algorithmic Trading,"Reproducing Works, Training & Books",2023-01-18,https://github.com/packtpublishing/hands-on-machine-learning-for-algorithmic-trading,"Hands-On Machine Learning for Algorithmic Trading, published by Packt",True,False,packtpublishing/hands-on-machine-learning-for-algorithmic-trading
+financialnoob-misc,"Reproducing Works, Training & Books",2023-06-06,https://github.com/financialnoob/misc,Codes from @financialnoob's posts,True,False,financialnoob/misc