michaelsyao / AI-for-Trading
Udacity NANODEGREE Program(Partner with World Quant): Projects designed by industry experts, covering topics from asset management to trading signal generation.
☆51Updated 3 years ago
Alternatives and similar repositories for AI-for-Trading:
Users that are interested in AI-for-Trading are comparing it to the libraries listed below
- Find trading pairs with Machine Learning☆41Updated 3 years ago
- Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado☆124Updated 5 years ago
- ☆36Updated 3 years ago
- Contains detailed and extensive notes on quantitative trading, leveraging NLP for finance, backtesting, alpha factor research, portfolio …☆44Updated 2 years ago
- Build a statistical risk model using PCA. Optimize the portfolio using the risk model and factors using multiple optimization formulation…☆132Updated 6 years ago
- quantitative - Quantitative finance back testing library☆63Updated 6 years ago
- Design your own Trading Strategy☆37Updated last year
- Implement a momentum trading strategy in Python and test to see if it has the potential to be profitable☆56Updated 6 years ago
- Some notebooks with powerful trading strategies.☆92Updated 4 years ago
- ☆60Updated 2 years ago
- A walk through the frameworks of Python in Finance. The repository is currently in the development phase. The finalized version will inc…☆26Updated last year
- Portfolio Construction Functions under the Basic Mean_Variance Model, the Factor Model and the Black_Litterman Model.☆40Updated 7 years ago
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆102Updated 6 years ago
- trading strategy is a fixed plan to go long or short in markets, there are two common trading strategies: the momentum strategy and the …☆60Updated 5 years ago
- ☆38Updated 4 years ago
- Pairs trading strategy that includes a research pipeline for identifying and selecting pairs. Tests all possible pairs in a universe for …☆36Updated last year
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆63Updated 2 years ago
- ☆54Updated 6 years ago
- Having effective intraday forecast for the level of trading volume is of vital importance to algorithmic trading and portfolio management…☆46Updated 4 years ago
- ☆24Updated 6 years ago
- Implementations of Leading Algorithms in Quantitative Finance☆48Updated 7 years ago
- Different quantitative trading models research☆52Updated 4 months ago
- Quantitative Finance using python - Derivatives Pricing☆44Updated 7 years ago
- Statistical arbitrage of cointegrating currencies with pair trading where the signal for the next day is predicted using LSTM☆52Updated 4 years ago
- Python Jupyter Notebooks for Financial Portfolio Optimization☆35Updated 6 years ago
- Dispersion Trading using Options☆32Updated 8 years ago
- 💸 A long-short equity quantitative trading strategy (sentiment-based)☆38Updated 7 years ago
- Collection of notebooks and scripts related to financial engineering, quant-research and algo-trading.☆62Updated 9 months ago
- A research/testing tool for stock trading strategies☆34Updated 7 years ago
- Projects are developed for implementing the knowledge gained in the courses studied at World Quant University and meeting the requirement…☆28Updated 5 years ago