Top 23 Jupyter Notebook Finance Projects
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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
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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 ?
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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.
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Project mention: Pyfolio: Portfolio and risk analytics in Python. Factor and Risk Analysis - star count:4445.0 | reddit.com/r/algoprojects | 2022-06-25
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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 -
Project mention: Machine Learning and Factor Based Portfolio Optimization | reddit.com/r/mltraders | 2022-05-23
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Project mention: JP Morgan & Chase free python course (r/finance) | reddit.com/r/algoprojects | 2021-09-14
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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.
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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 -
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
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Project mention: Russia-2022: How not lose everything? (Russian) | news.ycombinator.com | 2022-03-07
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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
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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 -
Project mention: simfin-tutorials: NEW Data - star count:215.0 | reddit.com/r/algoprojects | 2022-06-04
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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.
Project mention: Factor Analysis: Factor strategy notebooks. Factor and Risk Analysis - star count:193.0 | reddit.com/r/algoprojects | 2022-05-28 -
Project mention: compendium: NEW Derivatives and Hedging - star count:114.0 | reddit.com/r/algoprojects | 2022-08-06
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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 -
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bitcoin_price_prediction
This project tries to prediction the bitcoin price with machine and deep learning.
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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).
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Project mention: Coleta de dados de ações Brasileiras e Americanas | reddit.com/r/investimentos | 2022-01-16
[US](https://github.com/capuccino26/MacroTrends-Scraping)
Jupyter Notebook Finance related posts
- Financial Metaverse as a Playground for Financial Machine Learning
- Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:5901.0
- Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:5901.0
- Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:5901.0
- Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:5901.0
- Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:5901.0
- Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:5901.0
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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