Jupyter Notebook Finance

Open-source Jupyter Notebook projects categorized as Finance
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Topics: #Python #Machine Learning #Fintech #jupyter-notebook #stock-market
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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:10289.0 | /r/algoprojects | 2023-09-06

  • FinGPT

    Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

    Project mention: FLaNK Stack Weekly for 20 June 2023 | dev.to | 2023-06-20

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • FinRL

    FinRL: Financial Reinforcement Learning. 🔥

    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: Pyfolio: Portfolio and risk analytics in Python. Factor and Risk Analysis - star count:5057.0 | /r/algoprojects | 2023-07-16

  • PyPortfolioOpt

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

    Project mention: dcapal alternatives - PyPortfolioOpt and Riskfolio-Lib | libhunt.com/r/dcapal | 2023-09-16

  • 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:2771.0 | /r/algoprojects | 2023-09-01

  • Mergify

    Tired of breaking your main and manually rebasing outdated pull requests?. Managing outdated pull requests is time-consuming. Mergify's Merge Queue automates your pull request management & merging. It's fully integrated to GitHub & coordinated with any CI. Start focusing on code. Try Mergify for free.

  • 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:2226.0 | /r/algoprojects | 2023-09-02

  • FinMind

    Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 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:1603.0 | /r/algoprojects | 2023-09-19

  • 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:915.0 | /r/algoprojects | 2023-06-10

  • 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:750.0 | /r/algoprojects | 2023-08-27

  • 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 | 2023-02-18

  • 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

  • resistance

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

  • 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 | 2023-07-23

  • 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

  • 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)

    Project mention: finance-courses: NEW Portfolio Selection and Optimisation - star count:130.0 | /r/algoprojects | 2023-01-28

  • fear-greed-index

    Python CNN Fear and Greed Index wrapper

  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

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). The latest post mention was on 2023-09-19.

Jupyter Notebook Finance related posts

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 10,410
2 FinGPT 8,428
3 FinRL 8,064
4 pyfolio 5,151
5 PyPortfolioOpt 3,748
6 python-training 3,310
7 alphalens 2,801
8 FinanceDatabase 2,279
9 FinMind 1,970
10 FinancePy 1,614
11 fecon235 1,004
12 TradeMaster 786
13 FinanceOps 720
14 AlgorithmicTrading 638
15 resistance 605
16 fin-ml 566
17 deltapy 510
18 stock-prediction-deep-neural-learning 365
19 simfin-tutorials 242
20 alpha-mind 215
21 compendium 175
22 finance-courses 139
23 fear-greed-index 59

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