stefan-jansen/machine-learning-for-trading
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
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stefan-jansen
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README Summary
This [book](https://www.amazon.com/Machine-Learning-Algorithmic-Trading-alternative/dp/1839217715?pf_rd_r=GZH2XZ35GB3BET09PCCA&pf_rd_p=c5b6893a-24f2-4a59-9d4b-aff5065c90ec&pd_rd_r=91a679c7-f069-4a6e-bdbb-a2b3f548f0c8&pd_rd_w=2B0Q0&pd_rd_wg=GMY5S&ref_=pd_gw_ci_mcx_mr_hp_d) aims to show how ML can add value to algorithmic trading strategies in a practical yet comprehensive way. It covers a broad range of ML techniques from linear regression to deep reinforcement learning and demonstrates how to bu
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Alternative Data ProcessingBacktesting and Strategy EvaluationDeep Learning for Sequential DataFeature Engineering for Financial DataPortfolio OptimizationReinforcement Learning for TradingRisk Management ModelingSupervised Learning for Trading SignalsTime Series ForecastingUnsupervised Learning for Market Regimes
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Alternative Data ProcessingBacktesting and Strategy EvaluationDeep Learning for Sequential DataFeature Engineering for Financial DataPortfolio OptimizationReinforcement Learning for TradingRisk Management ModelingSupervised Learning for Trading SignalsTime Series ForecastingUnsupervised Learning for Market RegimesAWSComputer VisionData ScienceDeep LearningDockerDocument ProcessingEmbeddingsEvalsFinTechForkedGraspingHealthcare AIJupyterKerasMachine LearningModel OptimizationNumPyOpenAIPandasPyTorchPythonReinforcement LearningResearch / PapersScikit-learnSecuritySimulationStatisticsSynthetic DataTensorFlowTransformers
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category
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Time Series ForecastingFeature Engineering for Financial DataSupervised Learning for Trading SignalsUnsupervised Learning for Market RegimesDeep Learning for Sequential DataReinforcement Learning for TradingBacktesting and Strategy EvaluationRisk Management ModelingAlternative Data ProcessingPortfolio Optimization
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AWSComputer VisionData ScienceDeep LearningDockerDocument ProcessingEmbeddingsEvalsFinTechForkedGraspingHealthcare AIJupyterKerasMachine LearningModel OptimizationNumPyOpenAIPandasPyTorchPythonReinforcement LearningResearch / PapersScikit-learnSecuritySimulationStatisticsSynthetic DataTensorFlowTransformers
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- Project created
- May 9, 2018
- Forked
- Mar 16, 2026
- Your last push
- 1 years ago
- Upstream last push
- 1 years ago
- Tracked since
- Aug 18, 2024
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