4 results found Sort:

py-why
causal-learn py-why
200
1.2k
mit
18
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
graph causal python tetrad causality structure confounder statistics time-series hidden-causal causal-discovery causal-inference independence-tests causal-representation-learning
Created 2020-10-11
581 commits to main branch, last one a day ago
LFhase
CIGA LFhase
11
104
mit
4
[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
drug-discovery causal-inference distribution-shift invariant-learning graph-neural-networks graph-representation-learning causal-representation-learning out-of-distribution-generalization
Created 2022-10-06
30 commits to main branch, last one about a year ago
phlippe
CITRIS phlippe
6
49
bsd-3-clause-clear
7
Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects"
pytorch causality deep-learning causal-representation-learning
Created 2022-02-07
13 commits to main branch, last one about a year ago
phlippe
BISCUIT phlippe
8
28
other
2
Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)
embodied-ai deep-learning identifiability causal-representation-learning
Created 2023-06-15
12 commits to main branch, last one 9 months ago