Jupyter Notebook Finance

Open-source Jupyter Notebook projects categorized as Finance Edit details
Related topics: #Python #Machine Learning #Data Science #Python3 #Fintech

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:5901.0 | reddit.com/r/algoprojects | 2022-07-16

  • FinRL

    FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

    Project mention: Reinforcement learning for algorithmic trading? | reddit.com/r/algotrading | 2022-06-22

    I recently came across this GitHub repo on using reinforcement learning (RL) for algorithmic trading - https://github.com/AI4Finance-Foundation/FinRL. Would using RL be a realistic and profitable algotrading strategy ?

  • SonarLint

    Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.

  • pyfolio

    Portfolio and risk analytics in Python

    Project mention: Pyfolio: Portfolio and risk analytics in Python. Factor and Risk Analysis - star count:4445.0 | reddit.com/r/algoprojects | 2022-06-25

  • 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:2840.0 | reddit.com/r/algoprojects | 2022-06-18

  • alphalens

    Performance analysis of predictive (alpha) stock factors

    Project mention: Machine Learning and Factor Based Portfolio Optimization | reddit.com/r/mltraders | 2022-05-23

  • 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:1705.0 | reddit.com/r/algoprojects | 2022-05-07

  • python-training

    Python training for business analysts and traders

    Project mention: JP Morgan & Chase free python course (r/finance) | reddit.com/r/algoprojects | 2021-09-14

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • 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:837.0 | reddit.com/r/algoprojects | 2022-05-28

  • 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 | reddit.com/r/algoprojects | 2022-06-18

  • resistance

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

    Project mention: Russia-2022: How not lose everything? (Russian) | news.ycombinator.com | 2022-03-07

  • deltapy

    DeltaPy - Tabular Data Augmentation (by @firmai)

    Project mention: [D] Synthetic data for AI among the 10 Breakthrough Technologies 2022 of the MIT Tech Review | reddit.com/r/MachineLearning | 2022-02-28

    Of course, look at DeltaPy, and its GitHub code repo

  • FinRL-Meta

    FinRL­-Meta: A Universe of Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning. 🔥

    Project mention: Financial Metaverse as a Playground for Financial Machine Learning | news.ycombinator.com | 2022-07-21

  • 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:332.0 | reddit.com/r/algoprojects | 2022-07-09

  • simfin-tutorials

    Tutorials for SimFin - Simple financial data for Python

    Project mention: simfin-tutorials: NEW Data - star count:215.0 | reddit.com/r/algoprojects | 2022-06-04

  • alpha-mind

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

    Project mention: Factor Analysis: Factor strategy notebooks. Factor and Risk Analysis - star count:193.0 | reddit.com/r/algoprojects | 2022-05-28

  • compendium

    The Greatest Collection of anything related to finance and crypto

    Project mention: compendium: NEW Derivatives and Hedging - star count:114.0 | reddit.com/r/algoprojects | 2022-08-06

  • 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:100.0 | reddit.com/r/algoprojects | 2022-03-19

  • fear-greed-index

    Python CNN Fear and Greed Index wrapper

  • Mad-Money-Backtesting

    Backtesting recommendations from Mad Money and "The Cramer Effect/Bounce"

  • bitcoin_price_prediction

    This project tries to prediction the bitcoin price with machine and deep learning.

  • mix_merkletree

    Usefull Merkle Tree Example

  • thesis-computational-artificial-market

    Artificial stock market (ASM) with Julia language.

    Project mention: MSc Thesis (that a School of CS will acccept) Finance and Machine Learning ideas other than predicting stocks/portfolio selection | reddit.com/r/quant | 2022-07-01

    I wrote it with Julia. I made an initial prototype with Python but it got ugly and decided to try Julia which turned out to be fantastic. I published the code to Github if you want to see/use it yourself. You also find the link to the thesis there if you want to read it (forgive me the grammar errors and the incoherent language, I did not like writing the stuff).

  • MacroTrends-Scraping

    Web scraping and managing data from MacroTrends

    Project mention: Coleta de dados de ações Brasileiras e Americanas | reddit.com/r/investimentos | 2022-01-16

    [US](https://github.com/capuccino26/MacroTrends-Scraping)

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 2022-08-06.

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 5,983
2 FinRL 5,875
3 pyfolio 4,522
4 PyPortfolioOpt 2,954
5 alphalens 2,359
6 FinMind 1,794
7 python-training 1,274
8 FinancePy 970
9 FinanceOps 624
10 resistance 566
11 deltapy 449
12 FinRL-Meta 399
13 AlgorithmicTrading 354
14 simfin-tutorials 221
15 alpha-mind 198
16 compendium 114
17 finance-courses 111
18 fear-greed-index 31
19 Mad-Money-Backtesting 11
20 bitcoin_price_prediction 8
21 mix_merkletree 6
22 thesis-computational-artificial-market 5
23 MacroTrends-Scraping 3
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