Jupyter Notebook Finance

Open-source Jupyter Notebook projects categorized as Finance
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Top 23 Jupyter Notebook Finance Projects

  • machine-learning-for-trading

    Code for Machine Learning for Algorithmic Trading, 2nd edition.

    • Project mention: Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:10678.0 | /r/algoprojects | 2023-11-20

  • FinGPT

    FinGPT: Open-Source Financial Large Language Models! Revolutionize πŸ”₯ We release the trained model on HuggingFace.

    • Project mention: GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B | news.ycombinator.com | 2024-03-24

    There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.

    https://github.com/AI4Finance-Foundation/FinGPT

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  • FinRL

    FinRL: Financial Reinforcement Learning. πŸ”₯

    • Project mention: Batendo BOVA11 - Approach usando Reinforcement Learning | /r/farialimabets | 2023-09-11

    FinRL ---> https://github.com/AI4Finance-Foundation/FinRL

  • pyfolio

    Portfolio and risk analytics in Python

    • Project mention: Buffett once bet $1M that he could beat a group of hedge funds over 10 years | news.ycombinator.com | 2024-01-07

    > pyfolio.tears.create_interesting_times_tear_sheet measures algorithmic trading algorithm performance during "stress events" https://github.com/quantopian/pyfolio/blob/03568e0f328783a6a... :

    > Generate a number of returns plots around interesting points in time, like [...]

    https://news.ycombinator.com/item?id=19111911 :

    > pyfolio/examples/zipline_algo_example.ipynb:

  • PyPortfolioOpt

    Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

    • Project mention: PyPortfolioOpt: Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation - star count:3788.0 | /r/algoprojects | 2023-10-24

  • python-training

    Python training for business analysts and traders

  • alphalens

    Performance analysis of predictive (alpha) stock factors

    • Project mention: Performance Analysis: Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis - star count:2892.0 | /r/algoprojects | 2023-12-09

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • FinanceDatabase

    This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

    • Project mention: FinanceDatabase: NEW Derivatives and Hedging - star count:2407.0 | /r/algoprojects | 2023-11-14

  • FinMind

    Open Data, more than 50 financial data. ζδΎ›θΆ…ιŽ 50 ε€‹ι‡‘θžθ³‡ζ–™(台肑為主)οΌŒζ―ε€©ζ›΄ζ–° https://finmind.github.io/

    • Project mention: FinMind: NEW Data - star count:1937.0 | /r/algoprojects | 2023-08-15

  • FinancePy

    A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

    • Project mention: FinancePy: NEW Derivatives and Hedging - star count:1675.0 | /r/algoprojects | 2023-11-10

  • TradeMaster

    TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

    • Project mention: TradeMaster: NEW Deep Learning And Reinforcement Learning - star count:910.0 | /r/algoprojects | 2023-12-09

  • fecon235

    Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

    • Project mention: Financial Economics: Financial Economics Models. Extended Research - star count:1033.0 | /r/algoprojects | 2023-12-10

  • AlgorithmicTrading

    This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver.

    • Project mention: AlgorithmicTrading: NEW Derivatives and Hedging - star count:527.0 | /r/algoprojects | 2023-06-10

  • FinanceOps

    Research in investment finance with Python Notebooks

    • Project mention: Fundamental LT Forecasts: Research in investment finance for long term forecasts and a curated list of notebooks. Each topic contains a youtube video explaining in details. Interesting topics including using price per book ratio and other multiples f | /r/algoprojects | 2023-10-02

  • fin-ml

    This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

    • Project mention: fin-ml: accompanying materials for book [Machine Learning and Data Science Blueprints for Finance](https://www.amazon.com/Machine-Learning-Science-Blueprints-Finance/dp/1492073059) on top of basic machine learning models i.e. nlp/reinforcement learni | /r/algoprojects | 2023-11-10

  • resistance

    Pre-crisis Risk Management for Personal Finance (by codez0mb1e)

  • deltapy

    DeltaPy - Tabular Data Augmentation (by @firmai)

  • stock-prediction-deep-neural-learning

    Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

    • Project mention: stock-prediction-deep-neural-learning: NEW Deep Learning And Reinforcement Learning - star count:352.0 | /r/algoprojects | 2023-08-28

  • lppls

    Library for fitting the LPPLS model to data.

  • simfin-tutorials

    Tutorials for SimFin - Simple financial data for Python

  • alpha-mind

    quantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.

  • compendium

    The Greatest Collection of anything related to finance and crypto

  • finance-courses

    Notes and examples about Portfolio Construction and Analysis with Python (Jupyter notebooks)

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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 Finance related posts

  • GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B

    3 projects | news.ycombinator.com | 24 Mar 2024

  • Buffett once bet $1M that he could beat a group of hedge funds over 10 years

    1 project | news.ycombinator.com | 7 Jan 2024

  • FinGPT

    1 project | news.ycombinator.com | 13 Dec 2023

  • Performance Analysis: Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis - star count:2892.0

    1 project | /r/algoprojects | 9 Dec 2023

  • TradeMaster: NEW Deep Learning And Reinforcement Learning - star count:910.0

    1 project | /r/algoprojects | 9 Dec 2023

  • Performance Analysis: Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis - star count:2892.0

    1 project | /r/algoprojects | 8 Dec 2023

  • TradeMaster: NEW Deep Learning And Reinforcement Learning - star count:910.0

    1 project | /r/algoprojects | 8 Dec 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 10 May 2024
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Index

What are some of the best open-source Finance projects in Jupyter Notebook? This list will help you:

Project Stars
1 machine-learning-for-trading 11,881
2 FinGPT 11,544
3 FinRL 9,152
4 pyfolio 5,439
5 PyPortfolioOpt 4,144
6 python-training 3,727
7 alphalens 3,102
8 FinanceDatabase 2,841
9 FinMind 2,050
10 FinancePy 1,915
11 TradeMaster 1,166
12 fecon235 1,088
13 AlgorithmicTrading 801
14 FinanceOps 761
15 fin-ml 711
16 resistance 607
17 deltapy 527
18 stock-prediction-deep-neural-learning 433
19 lppls 325
20 simfin-tutorials 248
21 alpha-mind 218
22 compendium 190
23 finance-courses 160

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