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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
📈This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com
| Date | Stars |
|---|---|
| 2026-07-24 | 410 |
| 2026-07-25 | 410 |
| 2026-07-28 | 410 |
| 2026-07-30 | 410 |
| 2026-08-06 | 410 |
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Momentum
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growth rate 0.00%/day
# AI-for-Trading
## The Blog Series
Follow my series on 'AI for Trading' on Medium: [The AI for Trading Series](https://purvasingh.medium.com).
## Contents
📈 This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance such as portfolio optimization, researching alpha factors, leveraging Alphalens and backtesting your strategy via Zipline.
* [Term 1](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201)
* [Theorey and Quizes](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes)
* [Stock Prices](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/01.%20Stock%20Prices)
* [Quant Workflow](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/02.%20Quant%20Workflow)
* [Regression](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/03.%20Regression)
* [Time Series and Modelling](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/04.%20Time%20Series%20Modelling)
* [Volatility](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/05.%20Volatility)
* [Pairs Trading and Mean Reversion](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/06.%20Pairs%20Trading%20and%20Mean%20Reversion)
* [Stock, Indices and Funds](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/07.%20Stocks%2C%20Indices%20and%20Funds)
* [ETFs](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/08.%20ETFs)
* [Portfolio Risks and Returns](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/09.%20Portfolio%20Risks%20and%20Returns)
* [Portfolio Optimization](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/10.%20Portfolio%20Optimization)
* [Factors](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/11.%20Factors)
* [Factor Models and Types of Factors](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/12.%20Factor%20Models%20and%20Types%20of%20Factors)
* [Risk Factor Models](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/13.%20Risk%20Factor%20Models)
* [Time Series and Cross Sectional Risk Models](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/14.%20Time%20Series%20and%20Cross%20Sectional%20Risk%20Models)
* [Alpha Factors](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/15.%20Alpha%20Factors)
* [Alpha Factor Research Methods](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Theorey%20%26%20Quizes/16.%20Alpha%20Factor%20Research%20Methods)
* [Projects](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Projects)
* [Project 1: Momentum Trading strategy](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Projects/Project%20-%201%20-%20Trading%20with%20Momentum)
* [Project 2: Breakout Strategy](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Projects/Project%20-%202%20-%20Breakout%20%20Strategy)
* [Project 3: Smart Beta and Portfolio Optimization](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Projects/Project%20-%203%20-%20Smart%20Beta%20and%20Portfolio%20Optimization)
* [Project 4 : Alpha Research and Factor Modelling](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%201/Projects/Project%20-%204%20-%20Alpha%20Research%20and%20Factor%20Modelling)
* [Term 2](https://github.com/purvasingh96/AI-for-Trading/tree/master/Term%202/Projects)
* [Projects](httpsExcerpt of 5,292 characters
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