10 results found Sort:

rguo12
awesome-causality-algorithms rguo12
436
2.8k
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 10 months ago
itamarst
eliot itamarst
65
1.1k
apache-2.0
39
Eliot: the logging system that tells you *why* it happened
dask numpy python asyncio logging tracing twisted journald causality causation elasticsearch logging-library causality-analysis scientific-computing
Created 2014-04-09
1,151 commits to master branch, last one 3 months ago
erdogant
bnlearn erdogant
44
447
other
8
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dag causal python causal-models causal-networks machine-learning sampling-methods bayesian-inference causality-analysis parameter-learning structure-learning directed-acyclic-graph
Created 2020-01-01
898 commits to master branch, last one 8 days ago
DataCanvasIO
YLearn DataCanvasIO
75
382
apache-2.0
11
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
792 commits to main branch, last one 2 months ago
cdt15
lingam cdt15
51
346
mit
11
Python package for causal discovery based on LiNGAM.
lingam python causality causal-models causal-discovery causal-inference machine-learning causality-analysis
Created 2019-08-22
517 commits to master branch, last one 15 days ago
msuzen
looper msuzen
31
242
unknown
12
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
235 commits to master branch, last one 2 months ago
OscarEngelbrektson
SyntheticControlMethods OscarEngelbrektson
46
158
apache-2.0
4
A Python package for causal inference using Synthetic Controls
python package causality econometrics causal-models counterfactual causal-inference policy-evaluation synthetic-control causality-analysis program-evaluation
Created 2020-06-27
107 commits to master branch, last one 2 years ago
deepcausality-rs
deep_causality deepcausality-rs
7
128
other
0
Hyper-geometric computational causality library for Rust
rust causality rust-lang causality-test causality-analysis causality-algorithms
Created 2023-06-18
954 commits to main branch, last one 2 months ago
mrosol
Nonlincausality mrosol
12
64
mit
3
Python package for Granger causality test with nonlinear forecasting methods.
python causality prediction forecasting time-series causality-test neural-networks nonlinear-models granger-causality causality-analysis gru-neural-networks nonlinear-causality lstm-neural-networks recurrent-neural-networks multilayer-perceptron-network
Created 2020-09-05
41 commits to master branch, last one 2 months ago
realrate
Causing realrate
8
52
mit
4
Causing: CAUsal INterpretation using Graphs
dag gnn graphs python pytorch derivatives do-calculus graph-theory causal-networks neural-networks effects-modeling latent-variables causality-analysis mediation-analysis structural-analysis simultaneous-equation automatic-differentiation structural-equation-modeling
Created 2020-05-25
433 commits to develop branch, last one 7 months ago