Top 6 Jupyter Notebook stock-market Projects
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Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
Project mention: Stock-Prediction-Models: very good curated list of notebooks showing deep learning + reinforcement learning models. Also contain topics on outlier detections/overbought oversold study/monte carlo simulartions/sentiment analysis from text (text storag | reddit.com/r/algoprojects | 2022-08-06 -
Deep-Learning-Machine-Learning-Stock
Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.
Project mention: Deep-Learning-Machine-Learning-Stock: curated list of notebooks for machine learning models. Start with very simple linear models to more advanced reinforcement learning type of models. Problem with this repo is that the library version numbers may b | reddit.com/r/algoprojects | 2022-06-18 -
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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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QuantitaveFinanceExamplesPy
Financial analysis, algorithmic trading, portfolio optimization examples with Python (DISCLAIMER - No Investment Advice Provided, YASAL UYARI - Yatırım tavsiyesi değildir).
Project mention: GitHub - mrtkp9993/QuantitaveFinanceExamplesPy: Financial analysis, algorithmic trading, portfolio optimization examples with Python. | reddit.com/r/coolgithubprojects | 2021-08-30 -
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).
Jupyter Notebook stock-market related posts
- MSc Thesis (that a School of CS will acccept) Finance and Machine Learning ideas other than predicting stocks/portfolio selection
- GitHub - mrtkp9993/QuantitaveFinanceExamplesPy: Financial analysis, algorithmic trading, portfolio optimization examples with Python.
- GitHub - mrtkp9993/FinanceExamplesPy: Financial analysis, algorithmic trading, portfolio optimization examples with Python.
Index
What are some of the best open-source stock-market projects in Jupyter Notebook? This list will help you:
Project | Stars | |
---|---|---|
1 | Stock-Prediction-Models | 5,308 |
2 | Deep-Learning-Machine-Learning-Stock | 625 |
3 | alpha-mind | 198 |
4 | compendium | 118 |
5 | QuantitaveFinanceExamplesPy | 21 |
6 | thesis-computational-artificial-market | 5 |
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