This packages provides a simple python implementation of Invariant Causal Prediction (ICP)
☆13Mar 22, 2024Updated last year
Alternatives and similar repositories for ICPy
Users that are interested in ICPy are comparing it to the libraries listed below
Sorting:
- Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆21Jul 6, 2023Updated 2 years ago
- Python implementation of the Invariant Causal Prediction (ICP) algorithm, from the 2015 paper "Causal inference using invariant predictio…☆25Feb 15, 2024Updated 2 years ago
- Code for a variety of nonlinear conditional independence tests and 'nonlinear Invariant Causal Prediction' to estimate the causal parents…☆17Nov 12, 2019Updated 6 years ago
- A machine learning library focused on deep learning☆11Jun 2, 2015Updated 10 years ago
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Jun 14, 2018Updated 7 years ago
- MuJoCo models for Unitree Robots☆12Nov 24, 2021Updated 4 years ago
- Avenue is a simulator designed to test and prototype reinforcement learning algorithms. Avenue is a ServiceNow Research project that was …☆14Jul 15, 2022Updated 3 years ago
- Variational Reinforcement Learning☆17Jul 25, 2024Updated last year
- Code for Fast Information-theoretic Bayesian Optimisation☆16Jun 7, 2018Updated 7 years ago
- Repository for ML Reproducibility Challenge 2020 for the Neurips paper, "The Value Equivalence Principle for Model-Based Reinforcement Le…☆18Apr 13, 2021Updated 4 years ago
- A minimal implementation of Go-Explore without domain knowledge☆15Apr 26, 2021Updated 4 years ago
- Code to reproduce the numerical experiments in the paper Domain adaptation under structural causal models by Yuansi Chen and Peter Bühlma…☆18Jun 7, 2021Updated 4 years ago
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Jul 6, 2023Updated 2 years ago
- ☆21Jul 4, 2017Updated 8 years ago
- Clockwork VAEs in JAX/Flax☆32Jul 16, 2021Updated 4 years ago
- Invariant Causal Prediction for Block MDPs☆44Jun 11, 2020Updated 5 years ago
- An iterative neural autoregressive distribution estimator (NADE-K)☆26Oct 29, 2014Updated 11 years ago
- This repository contains the code for our NeurIPS 2020 publication "Soft Contrastive Learning for Visual Localization".☆23Oct 25, 2020Updated 5 years ago
- ☆28Jan 11, 2021Updated 5 years ago
- The holdout randomization test: feature selection using black box predictive models☆22Mar 19, 2021Updated 4 years ago
- We have moved to https://github.com/limix/limix.☆23Aug 29, 2017Updated 8 years ago
- Scalable inference for Correlated Topic Models☆31Mar 6, 2015Updated 10 years ago
- This is a miniature race car gym-env for RL from states (and images)☆28Nov 3, 2021Updated 4 years ago
- An Empirical Study of Invariant Risk Minimization☆27Jul 6, 2020Updated 5 years ago
- Code for "Deep predictive coding network for object recognition"☆26Apr 2, 2020Updated 5 years ago
- A set of environments utilizing pybullet for simulation of robotic manipulation tasks.☆29Mar 8, 2021Updated 4 years ago
- Maximum Entropy-Regularized Multi-Goal Reinforcement Learning (ICML 2019)☆24May 30, 2019Updated 6 years ago
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆30Jun 30, 2020Updated 5 years ago
- Optimization and Regularization variants of Non-negative Matrix Factorization (NMF)☆33Oct 19, 2018Updated 7 years ago
- ☆10Jun 13, 2018Updated 7 years ago
- Rectified Factor Networks☆37Oct 16, 2019Updated 6 years ago
- Based on Neural Amp Modeler 0.7.1 with some enhanced features☆12Apr 18, 2023Updated 2 years ago
- The Adaptive Multi-Factor (AMF) asset pricing model with the Groupwise Interpretable Basis Selection (GIBS) algorithm.☆10Dec 12, 2021Updated 4 years ago
- Reinforcement learning environment for UR5e robot with OPENAI gym like format. Include both simulation and real parts.☆14Nov 2, 2021Updated 4 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆31Apr 30, 2021Updated 4 years ago
- Concise: Keras extension for regulatory genomics☆35Dec 26, 2022Updated 3 years ago
- ☆34Jan 30, 2018Updated 8 years ago
- Code for the analysis performed in the paper "Transcription factor stoichiometry, motif affinity and syntax regulate single-cell chromati…☆12Oct 16, 2025Updated 4 months ago
- post-clustering differential expression test☆36May 28, 2019Updated 6 years ago