https://github.com/weirayao/leap
LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.
https://github.com/weirayao/leap
causal-discovery nonlinear-ica representation-learning state-space-model
Last synced: 19 days ago
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LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.
- Host: GitHub
- URL: https://github.com/weirayao/leap
- Owner: weirayao
- License: mit
- Created: 2020-12-06T20:00:53.000Z (almost 5 years ago)
- Default Branch: alpha
- Last Pushed: 2022-09-11T03:27:07.000Z (about 3 years ago)
- Last Synced: 2023-08-03T20:59:04.192Z (about 2 years ago)
- Topics: causal-discovery, nonlinear-ica, representation-learning, state-space-model
- Language: Jupyter Notebook
- Homepage: https://openreview.net/forum?id=RDlLMjLJXdq
- Size: 82.5 MB
- Stars: 22
- Watchers: 2
- Forks: 4
- Open Issues: 0
Awesome Lists containing this project
- awesome-causal-ai - leap - LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network. *(Jupyter Notebook)* (🚀 GitHub Repositories / 🎓 Educational & Tutorial Resources)
- awesome-causal-ai - leap - LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network. *(Jupyter Notebook)* (🚀 GitHub Repositories / 🎓 Educational & Tutorial Resources)