xrenaissance / Machine-Learning-and-Quantitative-analysis
💰Step by steps to explore and analysis the data, build model by utilizing machine learning model or deep learning model, the tools include numpy, pandas,scipy,sklearn,tensorflow etc, or big data analysis with Apache Spark.
☆53Updated 5 years ago
Related projects: ⓘ
- Jupyter (IPython) notebooks for exploring mixture models☆35Updated 7 years ago
- Machine Learning for Quantitative Finance☆22Updated 6 years ago
- ☆60Updated this week
- ☆68Updated 2 years ago
- ☆69Updated this week
- the book with script☆73Updated 7 years ago
- Modeling the volatility of commodity futures Indices☆13Updated 7 years ago
- An intelligent recommender system for stock analyzing, predicting and trading☆139Updated 2 years ago
- ☆63Updated 6 years ago
- ☆53Updated this week
- Assets' Risk Management Using Mean-Variance Opt Based On Mult-Factors Trending Prediction☆29Updated 7 years ago
- Machine Learning for Financial Market Prediction☆52Updated 5 years ago
- Cointegration Test in python☆27Updated 5 years ago
- Deep Trading using Convolutional Neural Network☆27Updated 6 years ago
- Python based Quant Finance Models, Tools and Algorithmic Decision Making☆44Updated 6 years ago
- Financial Time Series Price forecast using Keras for Tensorflow. RNN LSTM☆47Updated 7 years ago
- Algorithmic Trading Challenge implemented as part of the term project for Foundations of Machine Learning at NYU Courant in Fall 2016 (ht…☆26Updated 2 years ago
- Notes for Active Portfolio Management, by Grinold and Kahn☆44Updated 8 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆21Updated 6 years ago
- ☆79Updated 5 years ago
- Python library for high frequency portfolio analysis, intraday backtesting and optimization☆65Updated 7 years ago
- Repository for teachings on Quant Finance☆47Updated 4 years ago
- Some trading strategies implemented using Backtrader☆28Updated 5 years ago
- ☆32Updated 6 years ago
- ☆58Updated 5 years ago
- Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf☆91Updated 2 years ago
- Udacity NANODEGREE Program(Partner with World Quant): Projects designed by industry experts, covering topics from asset management to tra…☆48Updated 2 years ago
- ☆29Updated this week
- Novice's attempt for Stock Prices Prediction & Portfolio Optimization using Machine Learning with Python & Scikit Learn☆56Updated 3 years ago
- ☆35Updated 6 years ago