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<h3 class="anchored" data-anchor-id="financial-instruments-and-pricing">Financial Instruments and Pricing</h3>
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<h3 class="anchored" data-anchor-id="financial-instruments-and-pricing">Financial Instruments and Pricing</h3>
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<ul>
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<ul>
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<li><a href="https://github.com/OpenBB-finance/OpenBBTerminal">OpenBB Terminal</a> - Terminal for investment research for everyone.</li>
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<li><a href="https://github.com/OpenBB-finance/OpenBBTerminal">OpenBB Terminal</a> - Terminal for investment research for everyone.</li>
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<li><a href="https://github.com/Fincept-Corporation/FinceptTerminal">Fincept Terminal</a> - Advance Data Based A.I Terminal for all Types of Financial Asset Research.</li>
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<li><a href="https://github.com/enthought/pyql">PyQL</a> - QuantLib’s Python port.</li>
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<li><a href="https://github.com/enthought/pyql">PyQL</a> - QuantLib’s Python port.</li>
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<li><a href="https://github.com/opendoor-labs/pyfin">pyfin</a> - Basic options pricing in Python. <em>ARCHIVED</em></li>
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<li><a href="https://github.com/opendoor-labs/pyfin">pyfin</a> - Basic options pricing in Python. <em>ARCHIVED</em></li>
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<li><a href="https://github.com/vollib/vollib">vollib</a> - vollib is a python library for calculating option prices, implied volatility and greeks.</li>
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<li><a href="https://github.com/vollib/vollib">vollib</a> - vollib is a python library for calculating option prices, implied volatility and greeks.</li>
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<li><a href="https://github.com/akashaero/Intrinsic-Value-Calculator">Intrinsic-Value-Calculator</a> - A Python tool for quick calculations of a stock’s fair value using Discounted Cash Flow analysis.</li>
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<li><a href="https://github.com/akashaero/Intrinsic-Value-Calculator">Intrinsic-Value-Calculator</a> - A Python tool for quick calculations of a stock’s fair value using Discounted Cash Flow analysis.</li>
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<li><a href="https://github.com/deltaray-io/kelly-criterion">Kelly-Criterion</a> - Kelly Criterion implemented in Python to size portfolios based on J. L. Kelly Jr’s formula.</li>
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<li><a href="https://github.com/deltaray-io/kelly-criterion">Kelly-Criterion</a> - Kelly Criterion implemented in Python to size portfolios based on J. L. Kelly Jr’s formula.</li>
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<li><a href="https://github.com/attack68/rateslib">rateslib</a> - A fixed income library for pricing bonds and bond futures, and derivatives such as IRS, cross-currency and FX swaps.</li>
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<li><a href="https://github.com/attack68/rateslib">rateslib</a> - A fixed income library for pricing bonds and bond futures, and derivatives such as IRS, cross-currency and FX swaps.</li>
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<li><a href="https://github.com/jkirkby3/fypy">fypy</a> - Vanilla and exotic option pricing library to support quantitative R&D. Focus on pricing interesting/useful models and contracts (including and beyond Black-Scholes), as well as calibration of financial models to market data.</li>
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</ul>
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</ul>
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</section>
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</section>
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<section id="indicators" class="level3">
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<section id="indicators" class="level3">
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<li><a href="https://github.com/Blankly-Finance/Blankly">Blankly</a> - Fully integrated backtesting, paper trading, and live deployment.</li>
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<li><a href="https://github.com/Blankly-Finance/Blankly">Blankly</a> - Fully integrated backtesting, paper trading, and live deployment.</li>
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<li><a href="https://github.com/mrjbq7/ta-lib">TA-Lib</a> - Python wrapper for TA-Lib (<a href="http://ta-lib.org/" class="uri">http://ta-lib.org/</a>).</li>
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<li><a href="https://github.com/mrjbq7/ta-lib">TA-Lib</a> - Python wrapper for TA-Lib (<a href="http://ta-lib.org/" class="uri">http://ta-lib.org/</a>).</li>
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<li><a href="https://github.com/quantopian/zipline">zipline</a> - Pythonic algorithmic trading library.</li>
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<li><a href="https://github.com/quantopian/zipline">zipline</a> - Pythonic algorithmic trading library.</li>
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<li><a href="https://github.com/stefan-jansen/zipline-reloaded">zipline-reloaded</a> - Zipline, a Pythonic Algorithmic Trading Library.</li>
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<li><a href="https://github.com/QuantSoftware/QuantSoftwareToolkit">QuantSoftware Toolkit</a> - Python-based open source software framework designed to support portfolio construction and management.</li>
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<li><a href="https://github.com/QuantSoftware/QuantSoftwareToolkit">QuantSoftware Toolkit</a> - Python-based open source software framework designed to support portfolio construction and management.</li>
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<li><a href="https://github.com/jeffrey-liang/quantitative">quantitative</a> - Quantitative finance, and backtesting library.</li>
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<li><a href="https://github.com/jeffrey-liang/quantitative">quantitative</a> - Quantitative finance, and backtesting library.</li>
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<li><a href="https://github.com/llazzaro/analyzer">analyzer</a> - Python framework for real-time financial and backtesting trading strategies.</li>
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<li><a href="https://github.com/llazzaro/analyzer">analyzer</a> - Python framework for real-time financial and backtesting trading strategies.</li>
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<li><a href="https://github.com/enzoampil/fastquant">fastquant</a> - fastquant allows you to easily backtest investment strategies with as few as 3 lines of python code.</li>
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<li><a href="https://github.com/enzoampil/fastquant">fastquant</a> - fastquant allows you to easily backtest investment strategies with as few as 3 lines of python code.</li>
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<li><a href="https://github.com/nautechsystems/nautilus_trader">nautilus_trader</a> - A high-performance algorithmic trading platform and event-driven backtester.</li>
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<li><a href="https://github.com/nautechsystems/nautilus_trader">nautilus_trader</a> - A high-performance algorithmic trading platform and event-driven backtester.</li>
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<li><a href="https://github.com/bsdz/yabte">YABTE</a> - Yet Another (Python) BackTesting Engine.</li>
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<li><a href="https://github.com/bsdz/yabte">YABTE</a> - Yet Another (Python) BackTesting Engine.</li>
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<li><a href="https://github.com/tradingstrategy-ai/getting-started">Trading Strategy</a> - TradingStrategy.ai is a market data, backtesting, live trading and investor management framework for decentralised finance</li>
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<li><a href="https://github.com/fasiondog/hikyuu">Hikyuu</a> - A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination.</li>
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</ul>
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</ul>
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</section>
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</section>
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<section id="risk-analysis" class="level3">
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<section id="risk-analysis" class="level3">
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<h3 class="anchored" data-anchor-id="factor-analysis">Factor Analysis</h3>
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<h3 class="anchored" data-anchor-id="factor-analysis">Factor Analysis</h3>
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<ul>
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<ul>
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<li><a href="https://github.com/quantopian/alphalens">alphalens</a> - Performance analysis of predictive alpha factors.</li>
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<li><a href="https://github.com/quantopian/alphalens">alphalens</a> - Performance analysis of predictive alpha factors.</li>
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<li><a href="https://github.com/stefan-jansen/alphalens-reloaded">alphalens-reloaded</a> - Performance analysis of predictive (alpha) stock factors.</li>
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<li><a href="https://github.com/Heerozh/spectre">Spectre</a> - GPU-accelerated Factors analysis library and Backtester</li>
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<li><a href="https://github.com/Heerozh/spectre">Spectre</a> - GPU-accelerated Factors analysis library and Backtester</li>
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</ul>
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</ul>
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</section>
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</section>
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<li><a href="https://github.com/cerlymarco/tsmoothie">tsmoothie</a> - A python library for time-series smoothing and outlier detection in a vectorized way.</li>
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<li><a href="https://github.com/cerlymarco/tsmoothie">tsmoothie</a> - A python library for time-series smoothing and outlier detection in a vectorized way.</li>
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<li><a href="https://github.com/alkaline-ml/pmdarima">pmdarima</a> - A statistical library designed to fill the void in Python’s time series analysis capabilities, including the equivalent of R’s auto.arima function.</li>
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<li><a href="https://github.com/alkaline-ml/pmdarima">pmdarima</a> - A statistical library designed to fill the void in Python’s time series analysis capabilities, including the equivalent of R’s auto.arima function.</li>
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<li><a href="https://github.com/awslabs/gluon-ts">gluon-ts</a> - vProbabilistic time series modeling in Python.</li>
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<li><a href="https://github.com/awslabs/gluon-ts">gluon-ts</a> - vProbabilistic time series modeling in Python.</li>
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<li><a href="https://github.com/functime-org/functime">functime</a> - Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.</li>
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</ul>
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</ul>
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</section>
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</section>
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<section id="calendars" class="level3">
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<section id="calendars" class="level3">
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<li><a href="https://github.com/LenkaV/CIF">cif</a> - Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.</li>
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<li><a href="https://github.com/LenkaV/CIF">cif</a> - Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.</li>
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<li><a href="https://github.com/theOGognf/finagg">finagg</a> - 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.</li>
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<li><a href="https://github.com/theOGognf/finagg">finagg</a> - 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.</li>
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<li><a href="https://github.com/JerBouma/FinanceDatabase">FinanceDatabase</a> - This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.</li>
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<li><a href="https://github.com/JerBouma/FinanceDatabase">FinanceDatabase</a> - This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.</li>
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<li><a href="https://github.com/tradingstrategy-ai/trading-strategy/">Trading Strategy</a> - download price data for decentralised exchanges and lending protocols (DeFi)</li>
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</ul>
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</ul>
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</section>
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</section>
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<section id="excel-integration" class="level3">
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<li><a href="https://github.com/highfestiva/finplot">finplot</a> - Performant and effortless finance plotting for Python.</li>
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<li><a href="https://github.com/highfestiva/finplot">finplot</a> - Performant and effortless finance plotting for Python.</li>
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<li><a href="https://github.com/lit26/finvizfinance">finvizfinance</a> - Finviz analysis python library.</li>
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<li><a href="https://github.com/lit26/finvizfinance">finvizfinance</a> - Finviz analysis python library.</li>
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<li><a href="https://github.com/maread99/market_analy">market-analy</a> - Analysis and interactive charting using <a href="https://github.com/maread99/market_prices">market-prices</a> and bqplot.</li>
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<li><a href="https://github.com/maread99/market_analy">market-analy</a> - Analysis and interactive charting using <a href="https://github.com/maread99/market_prices">market-prices</a> and bqplot.</li>
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<li><a href="https://github.com/ArturSepp/QuantInvestStrats">QuantInvestStrats</a> - Quantitative Investment Strategies (QIS) package implements Python analytics for visualisation of financial data, performance reporting, analysis of quantitative strategies.</li>
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</ul>
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</ul>
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</section>
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</section>
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</section>
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</section>
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<li><a href="https://github.com/wilsonfreitas/rbcb">rbcb</a> - R interface to Brazilian Central Bank web services.</li>
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<li><a href="https://github.com/wilsonfreitas/rbcb">rbcb</a> - R interface to Brazilian Central Bank web services.</li>
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<li><a href="https://github.com/ropensci/rb3">rb3</a> - A bunch of downloaders and parsers for data delivered from B3.</li>
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<li><a href="https://github.com/ropensci/rb3">rb3</a> - A bunch of downloaders and parsers for data delivered from B3.</li>
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<li><a href="https://github.com/matthiasgomolka/simfinapi">simfinapi</a> - Makes ‘SimFin’ data (<a href="https://simfin.com/" class="uri">https://simfin.com/</a>) easily accessible in R.</li>
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<li><a href="https://github.com/matthiasgomolka/simfinapi">simfinapi</a> - Makes ‘SimFin’ data (<a href="https://simfin.com/" class="uri">https://simfin.com/</a>) easily accessible in R.</li>
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<li><a href="https://github.com/tidy-finance/r-tidyfinance">tidyfinance</a> - Tidy Finance helper functions to download financial data and process the raw data into a structured Format (tidy data), including date conversion, scaling factor values, and filtering by the specified date.</li>
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</ul>
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</ul>
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</section>
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</section>
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<section id="financial-instruments-and-pricing-1" class="level3">
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<section id="financial-instruments-and-pricing-1" class="level3">
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<h3 class="anchored" data-anchor-id="frameworks">FrameWorks</h3>
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<h3 class="anchored" data-anchor-id="frameworks">FrameWorks</h3>
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<ul>
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<ul>
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<li><a href="https://github.com/yutiansut/quantaxis">QUANTAXIS</a> - Integrated Quantitative Toolbox with Matlab.</li>
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<li><a href="https://github.com/yutiansut/quantaxis">QUANTAXIS</a> - Integrated Quantitative Toolbox with Matlab.</li>
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<li><a href="https://github.com/jkirkby3/PROJ_Option_Pricing_Matlab">PROJ_Option_Pricing_Matlab</a> - Quant Option Pricing - Exotic/Vanilla: Barrier, Asian, European, American, Parisian, Lookback, Cliquet, Variance Swap, Swing, Forward Starting, Step, Fader</li>
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</ul>
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</ul>
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</section>
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</section>
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<li><a href="https://github.com/auto-differentiation/QuantLib-Risks-Cpp">QuantLibRisks</a> - Fast risks with QuantLib in C++</li>
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<li><a href="https://github.com/auto-differentiation/QuantLib-Risks-Cpp">QuantLibRisks</a> - Fast risks with QuantLib in C++</li>
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<li><a href="https://github.com/auto-differentiation/xad">XAD</a> - Automatic Differentation (AAD) Library</li>
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<li><a href="https://github.com/auto-differentiation/xad">XAD</a> - Automatic Differentation (AAD) Library</li>
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<li><a href="https://github.com/rburkholder/trade-frame">TradeFrame</a> - C++ 17 based framework/library (with sample applications) for testing options based automated trading ideas using DTN IQ real time data feed and Interactive Brokers (TWS API) for trade execution. Comes with built-in <a href="https://github.com/rburkholder/trade-frame/tree/master/lib/TFOptions">Option Greeks/IV</a> calculation library.</li>
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<li><a href="https://github.com/rburkholder/trade-frame">TradeFrame</a> - C++ 17 based framework/library (with sample applications) for testing options based automated trading ideas using DTN IQ real time data feed and Interactive Brokers (TWS API) for trade execution. Comes with built-in <a href="https://github.com/rburkholder/trade-frame/tree/master/lib/TFOptions">Option Greeks/IV</a> calculation library.</li>
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<li><a href="https://github.com/fasiondog/hikyuu">Hikyuu</a> - A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.</li>
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</ul>
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</ul>
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</section>
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</section>
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<section id="frameworks-1" class="level2">
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<section id="frameworks-1" class="level2">
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<li><a href="https://github.com/RichardS0268/Autoencoder-Asset-Pricing-Models">Autoencoder-Asset-Pricing-Models</a> - Reimplementation of Autoencoder Asset Pricing Models (<a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3335536">GKX, 2019</a>).</li>
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<li><a href="https://github.com/RichardS0268/Autoencoder-Asset-Pricing-Models">Autoencoder-Asset-Pricing-Models</a> - Reimplementation of Autoencoder Asset Pricing Models (<a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3335536">GKX, 2019</a>).</li>
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<li><a href="https://github.com/shashankvemuri/Finance">Finance</a> - 150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data.</li>
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<li><a href="https://github.com/shashankvemuri/Finance">Finance</a> - 150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data.</li>
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<li><a href="https://github.com/ram-ki/101_formulaic_alphas">101_formulaic_alphas</a> - Implementation of <a href="https://arxiv.org/ftp/arxiv/papers/1601/1601.00991.pdf">101 formulaic alphas</a> using qstrader.</li>
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<li><a href="https://github.com/ram-ki/101_formulaic_alphas">101_formulaic_alphas</a> - Implementation of <a href="https://arxiv.org/ftp/arxiv/papers/1601/1601.00991.pdf">101 formulaic alphas</a> using qstrader.</li>
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<li><a href="https://www.tidy-finance.org/">Tidy Finance</a> - An opinionated approach to empirical research in financial economics - a fully transparent, open-source code base in multiple programming languages (Python and R) to enable the reproducible implementation of financial research projects for students and practitioners.</li>
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</ul>
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