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pypi.org "probabilistic-programming" keyword

View the packages on the pypi.org package registry that are tagged with the "probabilistic-programming" keyword.

Top 0.7% on pypi.org
pymc 5.23.0 💰
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Py...
84 versions - Latest release: 6 days ago - 92 dependent packages - 928 dependent repositories - 550 thousand downloads last month - 8,135 stars on GitHub - 4 maintainers
Top 1.5% on pypi.org
numpyro 0.18.0
Pyro PPL on NumPy
35 versions - Latest release: 3 months ago - 76 dependent packages - 123 dependent repositories - 340 thousand downloads last month - 2,057 stars on GitHub - 1 maintainer
Top 0.4% on pypi.org
pymc3 3.11.6 💰
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Th...
36 versions - Latest release: about 1 year ago - 39 dependent packages - 1,276 dependent repositories - 268 thousand downloads last month - 8,697 stars on GitHub - 5 maintainers
Top 6.0% on pypi.org
gpjax 0.11.1 💰
Gaussian processes in JAX.
69 versions - Latest release: 14 days ago - 6 dependent packages - 2 dependent repositories - 1.84 thousand downloads last month - 515 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
tensorflow-probability 0.25.0
Probabilistic modeling and statistical inference in TensorFlow
53 versions - Latest release: 7 months ago - 207 dependent packages - 3,455 dependent repositories - 809 thousand downloads last month - 4,138 stars on GitHub - 2 maintainers
Top 0.6% on pypi.org
pyro-ppl 1.9.1 💰
A Python library for probabilistic modeling and inference
36 versions - Latest release: about 1 year ago - 78 dependent packages - 437 dependent repositories - 516 thousand downloads last month - 8,766 stars on GitHub - 2 maintainers
fenbux 0.1.0
A Simple Statistical Distribution Library In JAX
5 versions - Latest release: about 1 year ago - 36 downloads last month - 16 stars on GitHub - 1 maintainer
Top 5.2% on pypi.org
edward2 0.0.2
Edward2
2 versions - Latest release: about 4 years ago - 1 dependent package - 74 dependent repositories - 216 downloads last month - 673 stars on GitHub - 1 maintainer
mdpproblog 0.3.0
A probabilistic logic programming framework to represent and solve MDPs.
3 versions - Latest release: about 8 years ago - 1 dependent repositories - 8 downloads last month - 7 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
orbit-ml 1.1.4
Orbit is a package for Bayesian time series modeling and inference.
34 versions - Latest release: over 2 years ago - 2 dependent packages - 3 dependent repositories - 23.1 thousand downloads last month - 1,804 stars on GitHub - 3 maintainers
Top 7.2% on pypi.org
jaxns 2.6.8
Nested Sampling in JAX
54 versions - Latest release: 1 day ago - 7 dependent packages - 9 dependent repositories - 1.91 thousand downloads last month - 181 stars on GitHub - 1 maintainer
outrank 0.97.5
OutRank: Feature ranking for massive sparse data sets.
22 versions - Latest release: 7 months ago - 534 downloads last month - 21 stars on GitHub - 1 maintainer
memo-lang 1.2.0
A language for mental models
23 versions - Latest release: about 1 month ago - 188 downloads last month - 27 stars on GitHub - 1 maintainer
bayes-toolbox 0.1.3
A package for performing Bayesian analyses.
6 versions - Latest release: over 1 year ago - 90 downloads last month - 92 stars on GitHub - 1 maintainer
micropymc 4.0.0b6 💰
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Ae...
1 version - Latest release: about 3 years ago - 1 dependent repositories - 14 downloads last month - 8,135 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
pymc-nightly 4.0.0b6.dev20220415 💰
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Ae...
42 versions - Latest release: about 3 years ago - 1 dependent repositories - 311 downloads last month - 8,135 stars on GitHub - 3 maintainers
pymc-bart-rs 0.1.2 💰
Rust implementation of Bayesian Additive Regression Trees for Probabilistic programming with PyMC
3 versions - Latest release: 5 months ago - 131 downloads last month - 9,008 stars on GitHub - 1 maintainer
multichain_mcmc 0.2.2 💰
Multichain MCMC framework and algorithms
4 versions - Latest release: about 15 years ago - 2 dependent repositories - 28 downloads last month - 8,135 stars on GitHub - 1 maintainer
kessler 1.0.1
Machine learning and simulation-based inference and machine learning for space collision assessme...
3 versions - Latest release: about 1 month ago - 1 dependent repositories - 63 downloads last month - 57 stars on GitHub - 2 maintainers
Top 7.2% on pypi.org
autofit 0.77.1
Classy Probabilistic Programming
304 versions - Latest release: about 4 years ago - 5 dependent packages - 4 dependent repositories - 4.72 thousand downloads last month - 64 stars on GitHub - 2 maintainers
Top 8.1% on pypi.org
inference-gym 0.0.5
The Inference Gym is the place to exercise inference methods to help make them faster, leaner and...
6 versions - Latest release: 4 months ago - 115 dependent repositories - 145 downloads last month - 4,338 stars on GitHub - 3 maintainers
autobnn 0.0.2.dev0
Package for training Gaussian process-like Bayesian Neural Networks with composite structure.
2 versions - Latest release: about 1 year ago - 376 downloads last month - 4,338 stars on GitHub - 1 maintainer
tfprob 0.0.1
tfprob
2 versions - Latest release: 6 months ago - 1 dependent repositories - 16 downloads last month - 4,338 stars on GitHub - 1 maintainer
pyrovelocity 0.4.5
A multivariate RNA Velocity model to estimate future cell states with uncertainty using probabili...
46 versions - Latest release: about 2 months ago - 377 downloads last month - 40 stars on GitHub - 3 maintainers
gwkokab 0.1.0
A JAX-based gravitational-wave population inference
2 versions - Latest release: 10 months ago - 22 downloads last month - 7 stars on GitHub - 1 maintainer
blackjax-nightly 0.0.1
Flexible and fast sampling in Python
143 versions - Latest release: over 2 years ago - 2 dependent packages - 1 dependent repositories - 935 downloads last month - 901 stars on GitHub - 2 maintainers
Top 2.1% on pypi.org
blackjax 1.2.5
Flexible and fast sampling in Python
28 versions - Latest release: 4 months ago - 15 dependent packages - 13 dependent repositories - 35.2 thousand downloads last month - 901 stars on GitHub - 2 maintainers
Top 3.5% on pypi.org
lightwood 1.9.0
Lightwood is Legos for Machine Learning.
213 versions - Latest release: over 3 years ago - 1 dependent package - 34 dependent repositories - 6.92 thousand downloads last month - 467 stars on GitHub - 2 maintainers
compiled-knowledge 4.0.0a17
A Python package for compiling and querying discrete probabilistic graphical models.
10 versions - Latest release: 6 days ago - 735 downloads last month - 0 stars on GitHub - 1 maintainer
liesel 0.4.0
A probabilistic programming framework with a focus on semi-parametric regression
20 versions - Latest release: about 1 month ago - 1 dependent repositories - 572 downloads last month - 43 stars on GitHub - 1 maintainer
recsim-ng 0.1.2
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
5 versions - Latest release: about 3 years ago - 1 dependent repositories - 56 downloads last month - 118 stars on GitHub - 1 maintainer
probstructs 0.2.8
Probabilistic data structures
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 1.43 thousand downloads last month - 6 stars on GitHub - 1 maintainer
mcmc-samplers 0.0.3
A Python package for MCMC sampling.
3 versions - Latest release: 2 months ago - 45 downloads last month - 0 stars on GitHub - 1 maintainer
experiment-design 0.1.4
Tools to create designs of experiments
12 versions - Latest release: 2 months ago - 297 downloads last month - 6 stars on GitHub - 1 maintainer
bayesloop 1.5.7
Probabilistic programming framework that facilitates objective model selection for time-varying p...
15 versions - Latest release: over 2 years ago - 1 dependent repositories - 106 downloads last month - 163 stars on GitHub - 1 maintainer
inferpy 1.3.1
Deep Probabilistic modeling with Tensorflow made easy
26 versions - Latest release: almost 5 years ago - 2 dependent repositories - 110 downloads last month - 148 stars on GitHub - 1 maintainer
pph 0.2.0
Practical Perfect Hashing module
2 versions - Latest release: almost 5 years ago - 1 dependent repositories - 12 downloads last month - 2 stars on GitHub - 1 maintainer
jaxtro 0.0.2
A JAX-based gravitational-wave population inference
2 versions - Latest release: over 1 year ago - 31 downloads last month - 13 stars on GitHub - 1 maintainer
Top 3.8% on pypi.org
funsor 0.4.5
A tensor-like library for functions and distributions
11 versions - Latest release: over 2 years ago - 6 dependent packages - 28 dependent repositories - 4.36 thousand downloads last month - 240 stars on GitHub - 1 maintainer
pm-pyro 0.3.3
A PyMC3-like Interface for Pyro Stochastic Functions
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 50 downloads last month - 37 stars on GitHub - 1 maintainer
pyprobables 0.6.1
Probabilistic data structures in python
31 versions - Latest release: 5 months ago - 3 dependent packages - 1 dependent repositories - 224 thousand downloads last month - 117 stars on GitHub - 1 maintainer
pasp-plp 0.0.5
Probabilistic Answer Set Programming
17 versions - Latest release: 10 months ago - 146 downloads last month - 20 stars on GitHub - 1 maintainer
ppchain 0.0.1
Your probabilistic modeling open source copilot
1 version - Latest release: almost 2 years ago - 20 downloads last month - 2 stars on GitHub - 1 maintainer
uncertainty-baselines 0.0.7
Uncertainty Baselines
6 versions - Latest release: almost 5 years ago - 1 dependent repositories - 118 downloads last month - 1,319 stars on GitHub - 1 maintainer
zarpy 1.0.1
Formally verified biased coin and n-sided die
4 versions - Latest release: about 2 years ago - 112 downloads last month - 5 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
dnest4 0.3.1
Diffusive nested sampling in Python
2 versions - Latest release: 8 months ago - 1 dependent package - 6 dependent repositories - 300 downloads last month - 60 stars on GitHub - 1 maintainer
odin-ai 1.2.5
Deep learning for research and production
6 versions - Latest release: almost 5 years ago - 1 dependent repositories - 133 downloads last month - 22 stars on GitHub - 1 maintainer
samppl 0.0.0
A simple probabilistic programming langauage in JAX.
1 version - Latest release: over 2 years ago - 29 downloads last month - 1 maintainer
calculemus 0.0.2
Logical verification of probabilistic/language model 'intuitions'.
2 versions - Latest release: about 2 years ago - 66 downloads last month - 0 stars on GitHub - 1 maintainer
sppl 2.0.4
The Sum-Product Probabilistic Language
15 versions - Latest release: about 3 years ago - 1 dependent repositories - 1.1 thousand downloads last month - 79 stars on GitHub - 1 maintainer
mxfusion 0.3.1
Modular Probabilistic Programming on MXNet
7 versions - Latest release: about 6 years ago - 1 dependent repositories - 74 downloads last month - 104 stars on GitHub - 2 maintainers
delimiterfinder 0.0.4
Python package for probabilistic delimiter detection.
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 163 downloads last month - 1 stars on GitHub - 1 maintainer
pyroved 0.3.0
Variational encoder-decoder models in Pyro probabilistic programming language
10 versions - Latest release: over 1 year ago - 1 dependent repositories - 276 downloads last month - 50 stars on GitHub - 1 maintainer
tablespoon 0.5.1
Simple probabilistic time series benchmark models
31 versions - Latest release: over 1 year ago - 1 dependent repositories - 1.41 thousand downloads last month - 41 stars on GitHub - 1 maintainer
genlm-control 0.2.2
Controlled generation from LMs using programmable constraints
4 versions - Latest release: 21 days ago - 462 downloads last month - 76 stars on GitHub - 2 maintainers
forcespectroscopyhelpermcm-mcm 0.0.0 💰
NC-AFM experiment data IO, DF/F convert, 3D visualization tool.
1 version - Latest release: about 4 years ago - 1 dependent repositories - 20 downloads last month - 9,008 stars on GitHub - 1 maintainer
gumbi 0.4.1
Gaussian Process Model Building Interface
43 versions - Latest release: 7 months ago - 1 dependent repositories - 960 downloads last month - 47 stars on GitHub - 1 maintainer
mccube 0.0.3
Markov chain cubature via JAX.
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 85 downloads last month - 3 stars on GitHub - 1 maintainer
llamppl 0.2.0
Probabilistic programming with Large Language Models.
1 version - Latest release: about 2 months ago - 447 downloads last month - 116 stars on GitHub - 1 maintainer
hfppl 0.1.2
Deprecated. Please use 'llamppl' instead.
3 versions - Latest release: about 2 months ago - 279 downloads last month - 106 stars on GitHub - 2 maintainers
conjugate-prior 0.85
Bayesian Statistics conjugate prior distributions
35 versions - Latest release: 10 months ago - 1 dependent repositories - 21.9 thousand downloads last month - 52 stars on GitHub - 2 maintainers
cyclicmodel 0.0.4
statistical causality discovery based on cyclic model
2 versions - Latest release: almost 7 years ago - 1 dependent repositories - 67 downloads last month - 2 stars on GitHub - 1 maintainer
tapqir 1.1.19
Bayesian analysis of co-localization single-molecule microscopy image data
26 versions - Latest release: almost 2 years ago - 1 dependent repositories - 714 downloads last month - 4 stars on GitHub - 1 maintainer
gpjax-nightly 0.5.8 💰
Didactic Gaussian processes in Jax.
56 versions - Latest release: over 2 years ago - 1.45 thousand downloads last month - 505 stars on GitHub - 1 maintainer
genjax 0.10.3
Probabilistic programming with Gen, built on top of JAX.
11 versions - Latest release: 2 months ago - 1.26 thousand downloads last month - 15 stars on GitHub - 3 maintainers
Top 1.3% on pypi.org
tfp-nightly 0.26.0.dev20250114
Probabilistic modeling and statistical inference in TensorFlow
2,409 versions - Latest release: 5 months ago - 9 dependent packages - 349 dependent repositories - 38.8 thousand downloads last month - 4,138 stars on GitHub - 3 maintainers
mcx 0.0.1 💰
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 28 downloads last month - 324 stars on GitHub - 1 maintainer
pymcx 0.0.1 💰
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 3 downloads last month - 323 stars on GitHub - 1 maintainer
Related Keywords
bayesian-inference 25 statistics 23 machine-learning 22 python 20 probability 15 bayesian 14 mcmc 13 jax 13 data-science 13 bayesian-methods 12 machine 11 learning 11 deep-learning 11 tensorflow 10 probabilistic 10 variational-inference 9 neural-networks 8 statistical-analysis 8 pyro 7 pytensor 7 sampling 6 pytorch 5 programming 4 sampling-methods 4 bayesian-statistics 4 hamiltonian-monte-carlo 3 probabilistic-inference 3 python3 3 ppl 3 astronomy 3 probabilistic-models 3 language-model 3 gaussian-processes 3 bayes 2 data-mining 2 markov-chain-monte-carlo 2 differentiable-programming 2 data-structures 2 sketch 2 artificial-intelligence 2 data 2 distribution 2 probabilistic-modeling 2 probabilistic-graphical-models 2 stats 2 llm 2 variational-autoencoder 2 semi-supervised-learning 2 numpy 2 machine learning 2 neutron-star 2 astrophysics 2 gravitational-waves 2 nested-sampling 2 forecasting 2 forecast 2 huggingface-transformers 2 time-series 2 regression 2 pymc3 2 logic-programming 2 hmc 2 uniform 1 die 1 verified 1 bernoulli 1 cosmos 1 count-min 1 filter 1 coq 1 count-mean-sketch 1 compiler 1 formal-verification 1 neural 1 networks 1 deep 1 deep-neural-networks 1 bloom 1 disentangled-representations 1 data-structure 1 symbolic 1 inference-algorithms 1 count-mean-min-sketch 1 counting-bloom-filter 1 bitarray 1 counting-cuckoo-filter 1 quotient-filter 1 data-analysis 1 datastructures 1 heavy-hitters 1 stream-threshold 1 answer-set-programming 1 credal-sets 1 neurosymbolic-ai 1 probabilistic-logic-programming 1 ppchain 1 bayesian-data-analysis 1 bayesian-data-science 1 generative-ai 1 zar 1