6 results found Sort:

rguo12
awesome-causality-algorithms rguo12
465
3.1k
mit
109
An index of algorithms for learning causality with data
awesome baselines causality causal-inference learning-to-rank causality-analysis recommender-system causality-algorithms multilabel-classification unconfoundedness-assumption
Created 2018-09-19
254 commits to master branch, last one about a year ago
DataCanvasIO
YLearn DataCanvasIO
75
408
apache-2.0
12
YLearn, a pun of "learn why", is a python package for causal inference
uplift causality causal-models policy-learning uplift-modeling causal-discovery causal-inference causality-analysis causality-algorithms
Created 2022-03-28
795 commits to main branch, last one 4 months ago
msuzen
looper msuzen
34
257
unknown
13
A resource list for causality in statistics, data science and physics
causal physics causality causation statistics data-science causal-impact causal-models meta-learning causal-networks causal-discovery causal-inference machine-learning bayesian-inference causality-analysis statistical-physics causality-algorithms statistical-inference statistical-mechanics causal-machine-learning
Created 2018-01-04
240 commits to master branch, last one 14 days ago
IntelLabs
causality-lab IntelLabs
26
200
apache-2.0
12
Causal discovery algorithms and tools for implementing new ones
transformers explainable-ai causal-discovery causal-reasoning causality-algorithms constraint-based-causality
Created 2021-11-25
54 commits to main branch, last one about a month ago
deepcausality-rs
deep_causality deepcausality-rs
8
147
other
2
Hyper-geometric computational causality library for Rust
rust causality rust-lang causality-test causality-analysis causality-algorithms
Created 2023-06-18
1,111 commits to main branch, last one 7 days ago
rguo12
network-deconfounder-wsdm20 rguo12
8
75
unknown
3
Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.
causal-inference treatment-effects causality-algorithms graph-neural-networks causal-machine-learning graph-convolutional-networks
Created 2019-12-06
14 commits to master branch, last one 3 years ago