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More Python links
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@@ -19,38 +19,85 @@ A curated list of insanely awesome libraries, packages and resources for Quants
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- [numpy](http://www.numpy.org) - NumPy is the fundamental package for scientific computing with Python.
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- [scipy](https://www.scipy.org) - SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering.
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- [pandas](http://pandas.pydata.org) - pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.
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- [quantdsl](https://github.com/johnbywater/quantdsl) - Domain specific language for quantitative analytics in finance and trading
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### Financial Instruments
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- [PyQL](https://github.com/enthought/pyql) - QuantLib's Python port
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- [pyfin](https://github.com/opendoor-labs/pyfin) - Basic options pricing in Python
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- [vollib](https://github.com/vollib/vollib) - vollib is a python library for calculating option prices, implied volatility and greeks.
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- [QuantPy](https://github.com/jsmidt/QuantPy) - A framework for quantitative finance In python.
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- [QuantPy](https://github.com/jsmidt/QuantPy) - A framework for quantitative finance In python
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- [Finance-Python](https://github.com/wegamekinglc/Finance-Python) - Python tools for Finance
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- [ffn](https://github.com/pmorissette/ffn) - A financial function library for Python
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- [pynance](http://pynance.net) - PyNance is open-source software for retrieving, analysing and visualizing data from stock and derivatives markets.
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- [tia](https://github.com/bpsmith/tia) - Toolkit for integration and analysis
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### Trading
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### Trading & Backtesting
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- [TA-Lib](http://ta-lib.org) - perform technical analysis of financial market data
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- [trade](https://github.com/rochars/trade) - trade is a Python framework for the development of financial applications.
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- [zipline](http://www.zipline.io) - Pythonic algorithmic trading library
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- [QuantSoftware Toolkit](http://wiki.quantsoftware.org/index.php?title=QuantSoftware_ToolKit) - Python-based open source software framework designed to support portfolio construction and management.
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- [quantitative](https://github.com/jeffrey-liang/quantitative) - Quantitative finance, and backtesting library
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- [analyzer](https://github.com/llazzaro/analyzer) - Python framework for real-time financial and backtesting trading strategies
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- [bt](https://github.com/pmorissette/bt) - Flexible Backtesting for Python
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- [backtrader](https://github.com/mementum/backtrader) - Python Backtesting library for trading strategies
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- [pythalesians](https://github.com/thalesians/pythalesians) - Python library to backtest trading strategies, plot charts, seamlessly download market data, analyse market patterns etc.
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- [pybacktest](https://github.com/ematvey/pybacktest) - Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier.
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- [pyalgotrade](https://github.com/gbeced/pyalgotrade) - Python Algorithmic Trading Library
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- [tradingWithPython](https://pypi.python.org/pypi/tradingWithPython) - A collection of functions and classes for Quantitative trading
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- [pandas_talib](https://github.com/femtotrader/pandas_talib) - A Python Pandas implementation of technical analysis indicators
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- [algobroker](https://github.com/joequant/algobroker) - This is an execution engine for algo trading
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- [pysentosa](https://pypi.python.org/pypi/pysentosa) - Python API for sentosa trading system
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### Risk Analysis
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- Python
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- [pyfolio](https://github.com/quantopian/pyfolio) - Portfolio and risk analytics in Python
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- [qrisk](https://github.com/quantopian/qrisk) - Common financial risk and performance metrics.
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- [pyfolio](https://github.com/quantopian/pyfolio) - Portfolio and risk analytics in Python
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- [qrisk](https://github.com/quantopian/qrisk) - Common financial risk and performance metrics
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- [finance](https://pypi.python.org/pypi/finance) - Financial Risk Calculations. Optimized for ease of use through class construction and operator overload.
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- [qfrm](https://pypi.python.org/pypi/qfrm) - Quantitative Financial Risk Management: awesome OOP tools for measuring, managing and visualizing risk of financial instruments and portfolios.
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- [visualize-wealth](https://github.com/benjaminmgross/visualize-wealth) - Portfolio construction and quantitative analysis
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- [VisualPortfolio](https://github.com/wegamekinglc/VisualPortfolio) - This tool is used to visualize the perfomance of a portfolio
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### Time Series
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- [ARCH](https://github.com/bashtage/arch) - ARCH models in Python
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- [statsmodels](http://statsmodels.sourceforge.net) - Python module that allows users to explore data, estimate statistical models, and perform statistical tests.
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- [dynts](https://github.com/quantmind/dynts) - Python package for timeseries analysis and manipulation
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### Calendars
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- [tradingcalendar](https://github.com/quantopian/tradingcalendar) - Stock Exchange Trading Calendar
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- [bizdays](https://github.com/wilsonfreitas/python-bizdays) - Business days calculations and utilities
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### Data Sources
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- [googlefinance](https://github.com/hongtaocai/googlefinance) - Python module to get real-time stock data from Google Finance API
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- [yahoo-finance](https://github.com/lukaszbanasiak/yahoo-finance) - Python module to get stock data from Yahoo! Finance
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- [pandas-finance](https://github.com/davidastephens/pandas-finance) - High level API for access to and analysis of financial data
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- [pyhoofinance](https://github.com/innes213/pyhoofinance) - Rapidly queries Yahoo Finance for multiple tickers and returns typed data for analysis
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- [yfinanceapi](https://github.com/Karthik005/yfinanceapi) - Finance API for Python
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- [yql-finance](https://github.com/slawek87/yql-finance) - yql-finance is simple and fast https://developer.yahoo.com/yql/console/ python API. API returns stock closing prices for current period of time and current stock ticker (i.e. APPL, GOOGL).
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- [ystockquote](https://github.com/cgoldberg/ystockquote) - Retrieve stock quote data from Yahoo Finance
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- [wallstreet](https://github.com/mcdallas/wallstreet) - Real time stock and option data
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- [stock_extractor](https://github.com/ZachLiuGIS/stock_extractor) - General Purpose Stock Extractors from Online Resources
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- [Stockex](https://github.com/cttn/Stockex) - Python wrapper for Yahoo! Finance API
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- [finsymbols](https://github.com/skillachie/finsymbols) - Obtains stock symbols and relating information for SP500, AMEX, NYSE, and NASDAQ
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- [FRB](https://github.com/avelkoski/FRB) - Python Client for FRED® API
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- [inquisitor](https://github.com/inquirim/inquisitor) - Python Interface to Inquirim.com API
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- [yfi](https://github.com/nickelkr/yfi) - Yahoo! YQL library
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- [chinesestockapi](https://pypi.python.org/pypi/chinesestockapi) - Python API to get Chinese stock price
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- [exchange](https://github.com/akarat/exchange) - Get current exchange rate
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- [ticks](https://github.com/jamescnowell/ticks) - Simple command line tool to get stock ticker data
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- [pybbg](https://github.com/bpsmith/pybbg) - Python interface to Bloomberg COM APIs
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- [ccy](https://github.com/lsbardel/ccy) - Python module for currencies
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- [tushare](https://pypi.python.org/pypi/tushare) - A utility for crawling historical and Real-time Quotes data of China stocks
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- [jsm](https://pypi.python.org/pypi/jsm) - Get the japanese stock market data
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- [cn_stock_src](https://github.com/jealous/cn_stock_src) - Utility for retrieving basic China stock data from different sources
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- [coinmarketcap](https://github.com/mrsmn/coinmarketcap-api) - Python API for coinmarketcap
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- [after-hours](https://github.com/datawrestler/after-hours) - Obtain pre market and after hours stock prices for a given symbol
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- [bronto-python](https://github.com/Scotts-Marketplace/bronto-python/) - Bronto API Integration for Python
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## R
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### Numerical Libraries & Data Structures
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