16 results found Sort:

py-why
dowhy py-why
915
6.9k
mit
136
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical ...
python3 causality do-calculus data-science causal-models causal-inference graphical-models machine-learning bayesian-networks treatment-effects causal-machine-learning
Created 2018-05-31
1,022 commits to main branch, last one 11 days ago
pgmpy
pgmpy pgmpy
695
2.6k
mit
74
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
python inference simulations causal-discovery causal-inference bayesian-networks structure-learning directed-acyclic-graph probabilistic-graphical-models
Created 2013-09-20
2,970 commits to dev branch, last one 2 days ago
afshinea
stanford-cs-221-artificial-intelligence afshinea
490
2.5k
mit
85
VIP cheatsheets for Stanford's CS 221 Artificial Intelligence
a-star cheatsheet data-science bayesian-networks artificial-intelligence markov-decision-processes constraint-satisfaction-problem
Created 2019-05-24
41 commits to master branch, last one 4 years ago
google
neural-tangents google
228
2.2k
apache-2.0
63
Fast and Easy Infinite Neural Networks in Python
jax kernel deep-networks gradient-flow neural-networks neural-tangents gradient-descent bayesian-networks infinite-networks training-dynamics bayesian-inference gaussian-processes kernel-computation
Created 2019-04-08
650 commits to main branch, last one 3 months ago
mckinsey
causalnex mckinsey
255
2.2k
other
49
A Python library that helps data scientists to infer causation rather than observing correlation.
causalnex data-science causal-models causal-networks causal-inference machine-learning bayesian-networks bayesian-inference
Created 2019-12-12
226 commits to develop branch, last one 4 months ago
kumar-shridhar
PyTorch-BayesianCNN kumar-shridhar
322
1.4k
mit
31
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
bayes python pytorch pytorch-cnn bayesian-network bayes-by-backprop bayesian-convnets bayesian-networks image-recognition variational-bayes bayesian-inference bayesian-statistics variational-inference bayesian-deep-learning aleatoric-uncertainties bayesian-neural-networks convolutional-neural-networks
Created 2018-07-27
308 commits to master branch, last one 3 years ago
microsoft
browsecloud microsoft
19
148
mit
10
A web app to create and browse text visualizations for automated customer listening.
nlp visualization counting-grids text-processing bayesian-networks text-classification
Created 2019-06-12
41 commits to master branch, last one 3 years ago
amidst
toolbox amidst
35
119
apache-2.0
21
A Java Toolbox for Scalable Probabilistic Machine Learning
data-science streaming-data bayesian-methods graphical-models machine-learning bayesian-networks latent-variable-models
Created 2014-04-01
7,910 commits to master branch, last one 3 years ago
aimclub
BAMT aimclub
17
116
bsd-3-clause
9
Repository of a data modeling and analysis tool based on Bayesian networks
mixed-data synthetic-data bayesian-networks structure-learning parameters-learning
Created 2020-06-08
348 commits to master branch, last one 9 days ago
paulgovan
BayesianNetwork paulgovan
39
114
apache-2.0
12
Bayesian Network Modeling and Analysis
r network-measures bayesian-networks learning-algorithm
Created 2015-09-20
156 commits to master branch, last one 7 days ago
causalincentives
pycid causalincentives
13
93
apache-2.0
8
Library for graphical models of decision making, based on pgmpy and networkx
causality bayesian-networks influence-diagrams
Created 2020-02-20
685 commits to master branch, last one 9 months ago
kevinsbello
dagma kevinsbello
19
81
apache-2.0
3
A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"
dags neurips-2022 causal-discovery graphical-models bayesian-networks structure-learning
Created 2022-10-31
109 commits to main branch, last one 5 months ago
artiste-qb-net
quantum-fog artiste-qb-net
25
78
other
14
Python tools for analyzing both classical and quantum Bayesian Networks
bayesian-networks quantum-computing
Created 2015-11-29
136 commits to master branch, last one about a year ago
felixleopoldo
benchpress felixleopoldo
16
61
gpl-2.0
5
A Snakemake workflow to run and benchmark structure learning (a.k.a. causal discovery) algorithms for probabilistic graphical models.
causality benchmarking causal-models markov-networks causal-discovery graphical-models machine-learning bayesian-networks snakemake-workflow structure-learning reproducible-research
Created 2020-01-15
1,439 commits to master branch, last one 2 days ago
larslorch
dibs larslorch
11
43
mit
4
DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021
causal-inference bayesian-networks bayesian-inference structure-learning variational-inference
Created 2021-08-17
68 commits to master branch, last one 4 months ago
aimclub
Web-BAMT aimclub
4
35
bsd-3-clause
6
Online tool for Bayesian Networks
bayesian-networks
Created 2022-04-06
156 commits to main branch, last one 5 months ago