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Top 17 Jupyter Notebook quantitative-finance Projects
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Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
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PyPortfolioOpt
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
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alpha-mind
quantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.
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gym-continuousDoubleAuction
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
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notebooks
Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers. (by differential-machine-learning)
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Project mention: Papermill: Parameterizing, executing, and analyzing Jupyter Notebooks | news.ycombinator.com | 2024-09-18
I looked Papermill back in a day, but found it easier call nbclient and nbconvert directly
https://github.com/tradingstrategy-ai/trade-executor/blob/ma...
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QuantitaveFinanceExamplesPy
Financial analysis, algorithmic trading, portfolio optimization examples with Python (DISCLAIMER - No Investment Advice Provided, YASAL UYARI - Yatırım tavsiyesi değildir).
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Finding-Alpha-with-AI
A 3 part series of Jupyter notebooks to help one find alpha in the stock market with AI
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hca-resources
zipline-broker Examples. Full notebooks plus python code for long term investment strategies using zipline based tools.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook quantitative-finance discussion
Jupyter Notebook quantitative-finance related posts
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PyPortfolioOpt: Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation - star count:3788.0
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PyPortfolioOpt: Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation - star count:3788.0
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PyPortfolioOpt: Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation - star count:3788.0
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PyPortfolioOpt: Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation - star count:3788.0
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PyPortfolioOpt: Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation - star count:3706.0
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PyPortfolioOpt: Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation - star count:3706.0
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PyPortfolioOpt: Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation - star count:3706.0
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Index
What are some of the best open-source quantitative-finance projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Financial-Models-Numerical-Methods | 5,642 |
| 2 | PyPortfolioOpt | 4,624 |
| 3 | machine-learning-asset-management | 1,693 |
| 4 | fastquant | 1,509 |
| 5 | alphatools | 409 |
| 6 | alpha-mind | 228 |
| 7 | okama | 214 |
| 8 | gym-continuousDoubleAuction | 138 |
| 9 | notebooks | 136 |
| 10 | trade-executor | 111 |
| 11 | bsm-time-machine | 61 |
| 12 | analysis-sharing | 57 |
| 13 | QuantitaveFinanceExamplesPy | 43 |
| 14 | equity-risk-model | 30 |
| 15 | Finding-Alpha-with-AI | 17 |
| 16 | hca-resources | 3 |
| 17 | pyquantfi | 0 |
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