23 results found Sort:

py-why
dowhy py-why
935
7.1k
mit
139
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
1,059 commits to main branch, last one 19 hours ago
thu-ml
zhusuan thu-ml
418
2.2k
mit
142
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
deep-learning graphical-models generative-models bayesian-inference probabilistic-programming
Created 2016-07-18
439 commits to master branch, last one 5 years ago
FranxYao
Deep-Generative-Models-for-Natural-Language-Processing FranxYao
33
392
unknown
22
DGMs for NLP. A roadmap.
mcmc parsing decoding language-model generative-text text-generation generative-model graphical-models generative-models normalizing-flows discrete-structures gradient-estimation approximate-inference structured-prediction variational-inference latent-variable-models markov-chain-monte-carlo variational-autoencoders natural-language-processing generative-adversarial-networks
Created 2019-04-09
191 commits to master branch, last one about a year ago
autonlab
auton-survival autonlab
75
324
mit
9
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
python regression data-science deep-learning time-to-event causal-inference graphical-models machine-learning survival-analysis reliability-analysis counterfactual-inference
Created 2020-04-01
371 commits to master branch, last one about a year ago
SPFlow
SPFlow SPFlow
81
290
other
18
Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks
spn deep-learning mixture-model graphical-models machine-learning tensorflow-models sum-product-networks
Created 2018-03-20
647 commits to master branch, last one about a year ago
skggm
skggm skggm
44
243
mit
11
Scikit-learn compatible estimation of general graphical models
skggm scikit-learn nonparametric graphical-lasso graphical-models machine-learning precision-matrix rank-correlation covariance-matrix ensemble-learning concentration-graph general-graphical-models gaussian-graphical-models
Created 2016-06-11
703 commits to develop branch, last one about a year ago
adityadua24
robopy adityadua24
47
222
mit
16
Robopy is a python port for Robotics Toolbox in Matlab created by Peter Corke
vtk python robotics kinematics transformations graphical-models robotics-toolbox inverse-kinematics
Created 2017-05-08
232 commits to master branch, last one 3 years ago
eclipse-glsp
glsp eclipse-glsp
33
202
other
13
Graphical language server platform for building web-based diagram editors
lsp glsp theia vscode diagram eclipse sprotty protocol lsp-server diagram-editors theia-extension graphical-models
Created 2019-10-31
172 commits to master branch, last one 4 months ago
jeff-regier
Celeste.jl jeff-regier
28
184
mit
14
Scalable inference for a generative model of astronomical images
astronomy graphical-models bayesian-inference astronomical-images astronomical-catalogs variational-inference
Created 2015-01-03
2,316 commits to master branch, last one 4 years ago
Mogeng
IOHMM Mogeng
35
164
bsd-3-clause
14
Input Output Hidden Markov Model (IOHMM) in Python
python statsmodels time-series scikit-learn linear-models graphical-models machine-learning sequence-labeling hidden-markov-model supervised-learning sequence-to-sequence unsupervised-learning semi-supervised-learning
Created 2016-02-12
83 commits to master branch, last one about a year ago
MarineRoboticsGroup
dcsam MarineRoboticsGroup
18
146
mit
11
Factored inference for discrete-continuous smoothing and mapping.
cpp slam gtsam mapping factor-graph localization optimization hybrid-models graphical-models bayesian-inference
Created 2021-05-25
122 commits to main branch, last one 3 months ago
QuantumLeaps
qm QuantumLeaps
37
140
other
15
Graphical modeling and code generation tool based on UML state machines
qp fsm uml free linux macos samek windows statechart qm-modeling modeling-tool state-diagram state-machine code-generator code-generation object-oriented embedded-systems graphical-models uml-state-machine hierarchical-state-machine
Created 2016-12-13
73 commits to main branch, last one about a month ago
BorealisAI
private-data-generation BorealisAI
31
129
other
6
A toolbox for differentially private data generation
graphical-models generative-models differential-privacy generative-adversarial-network
Created 2019-12-12
5 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
kevinsbello
dagma kevinsbello
19
103
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 10 months ago
OpenMx
OpenMx OpenMx
35
87
unknown
14
Repository for the OpenMx Structural Equation Modeling package
r openmx estimation psychology statistics c-plus-plus growth-curves graphical-models behavior-genetics multilevel-models item-response-theory structural-equation-modeling
Created 2012-05-21
9,229 commits to master branch, last one 21 days ago
anskarl
LoMRF anskarl
20
80
apache-2.0
9
LoMRF is an open-source implementation of Markov Logic Networks
logic scala inference graphical-models machine-learning probabilistic-programming
Created 2014-05-24
676 commits to develop branch, last one 2 months ago
felixleopoldo
benchpress felixleopoldo
17
64
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
1,446 commits to master branch, last one 14 days ago
fredzzhang
spatially-conditioned-graphs fredzzhang
17
63
bsd-3-clause
3
[ICCV'21] Official PyTorch implementation for paper "Spatially Conditioned Graphs for Detecting Human–Object Interactions"
pytorch iccv2021 graphical-models human-object-interaction
Created 2020-10-10
367 commits to main branch, last one 2 years ago
rhayes777
PyAutoFit rhayes777
11
60
mit
8
PyAutoFit: Classy Probabilistic Programming
mcmc model stats python astronomy statistics bayesian-methods graphical-models bayesian-inference statistical-analysis probabilistic-programming
Created 2018-11-18
7,803 commits to main branch, last one 2 days ago
eclipse-glsp
glsp-client eclipse-glsp
30
46
other
6
Web-based client framework of the graphical language server platform
lsp glsp diagram sprotty web-based diagramming diagram-editor graphical-models graphical-modeling
Created 2019-10-31
388 commits to master branch, last one 3 days ago
hadoov
GHRS hadoov
13
34
unknown
2
GHRS: Graph-based hybrid recommendation system with application to movie recommendation
graph hybrid recsys autoencoder graphical-models recommender-system recommendation-system collaborative-filtering
Created 2022-03-22
17 commits to main branch, last one 9 days ago
alan-turing-institute
grace alan-turing-institute
1
34
other
6
Graph Representation Analysis for Connected Embeddings
data-science computer-vision neural-networks graphical-models image-processing machine-learning object-detection feature-extraction latent-representations
Created 2022-11-09
710 commits to main branch, last one about a month ago