ResearchOpen sourceApache-2.0Archived
Stock Prediction Models
Gallery of deep-learning stock-forecasting notebooks from the pre-LLM era
By huseinzol05
Live GitHub metrics
Live GitHub data · Oct 11, 2026Stars
9,501
Stars · 7d
+6
Stars · 30d
+30
30d momentum
+0.3%
Forks
3,050
Open issues
47
Language
Jupyter Notebook
Last push
3 years ago
No tagged releases. Repository created Dec 18, 2017.
What it is
A large collection of LSTM, GAN, attention and agent-based forecasting notebooks. It is no longer updated, but it is where a generation of practitioners learned why naive price prediction fails, which makes it worth keeping on the map.
Archived in spirit; no commits since 2023.
In the maintainers' words: “Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations”
Tags
- Deep learning
- Forecasting
- Notebooks
- #deep-learning
- #deep-learning-stock
- #evolution-strategies
- #learning-agents
- #lstm
- #lstm-sequence
- #monte-carlo
- #monte-carlo-markov-chain