Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "probabilistic-programming" keyword
Top 3.8% on pypi.org
11 versions - Latest release: over 1 year ago - 6 dependent packages - 28 dependent repositories - 4.26 thousand downloads last month - 232 stars on GitHub - 1 maintainer
funsor 0.4.5
A tensor-like library for functions and distributions11 versions - Latest release: over 1 year ago - 6 dependent packages - 28 dependent repositories - 4.26 thousand downloads last month - 232 stars on GitHub - 1 maintainer
conjugate-prior 0.71
Bayesian Statistics conjugate prior distributions29 versions - Latest release: over 1 year ago - 1 dependent repositories - 287 downloads last month - 52 stars on GitHub - 2 maintainers
Top 0.6% on pypi.org
52 versions - Latest release: 3 months ago - 207 dependent packages - 3,455 dependent repositories - 3.47 million downloads last month - 4,138 stars on GitHub - 2 maintainers
tensorflow-probability 0.24.0
Probabilistic modeling and statistical inference in TensorFlow52 versions - Latest release: 3 months ago - 207 dependent packages - 3,455 dependent repositories - 3.47 million downloads last month - 4,138 stars on GitHub - 2 maintainers
Top 0.6% on pypi.org
36 versions - Latest release: 3 months ago - 78 dependent packages - 437 dependent repositories - 281 thousand downloads last month - 8,394 stars on GitHub - 2 maintainers
pyro-ppl 1.9.0 π°
A Python library for probabilistic modeling and inference36 versions - Latest release: 3 months ago - 78 dependent packages - 437 dependent repositories - 281 thousand downloads last month - 8,394 stars on GitHub - 2 maintainers
inferpy 1.3.1
Deep Probabilistic modeling with Tensorflow made easy26 versions - Latest release: almost 4 years ago - 2 dependent repositories - 98 downloads last month - 143 stars on GitHub - 1 maintainer
pph 0.2.0
Practical Perfect Hashing module2 versions - Latest release: almost 4 years ago - 1 dependent repositories - 15 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
28 versions - Latest release: 20 days ago - 76 dependent packages - 123 dependent repositories - 146 thousand downloads last month - 2,057 stars on GitHub - 1 maintainer
numpyro 0.15.0
Pyro PPL on NumPy28 versions - Latest release: 20 days ago - 76 dependent packages - 123 dependent repositories - 146 thousand downloads last month - 2,057 stars on GitHub - 1 maintainer
delimiterfinder 0.0.4
Python package for probabilistic delimiter detection.4 versions - Latest release: over 2 years ago - 1 dependent repositories - 26 downloads last month - 1 stars on GitHub - 1 maintainer
multichain_mcmc 0.2.2 π°
Multichain MCMC framework and algorithms4 versions - Latest release: about 14 years ago - 2 dependent repositories - 42 downloads last month - 8,135 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
67 versions - Latest release: 20 days ago - 92 dependent packages - 928 dependent repositories - 255 thousand downloads last month - 8,135 stars on GitHub - 4 maintainers
pymc 5.15.0 π°
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Py...67 versions - Latest release: 20 days ago - 92 dependent packages - 928 dependent repositories - 255 thousand downloads last month - 8,135 stars on GitHub - 4 maintainers
micropymc 4.0.0b6 π°
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Ae...1 version - Latest release: about 2 years ago - 1 dependent repositories - 11 downloads last month - 8,135 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
42 versions - Latest release: about 2 years ago - 1 dependent repositories - 56 downloads last month - 7,933 stars on GitHub - 3 maintainers
pymc-nightly 4.0.0b6.dev20220415 π°
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Ae...42 versions - Latest release: about 2 years ago - 1 dependent repositories - 56 downloads last month - 7,933 stars on GitHub - 3 maintainers
Top 6.0% on pypi.org
58 versions - Latest release: 2 months ago - 6 dependent packages - 2 dependent repositories - 945 downloads last month - 387 stars on GitHub - 2 maintainers
gpjax 0.8.2 π°
Gaussian processes in JAX.58 versions - Latest release: 2 months ago - 6 dependent packages - 2 dependent repositories - 945 downloads last month - 387 stars on GitHub - 2 maintainers
Top 0.4% on pypi.org
36 versions - Latest release: about 2 years ago - 39 dependent packages - 1,276 dependent repositories - 865 thousand downloads last month - 8,135 stars on GitHub - 5 maintainers
pymc3 3.11.5 π°
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Th...36 versions - Latest release: about 2 years ago - 39 dependent packages - 1,276 dependent repositories - 865 thousand downloads last month - 8,135 stars on GitHub - 5 maintainers
Top 4.6% on pypi.org
34 versions - Latest release: over 1 year ago - 2 dependent packages - 3 dependent repositories - 20.6 thousand downloads last month - 1,804 stars on GitHub - 3 maintainers
orbit-ml 1.1.4
Orbit is a package for Bayesian time series modeling and inference.34 versions - Latest release: over 1 year ago - 2 dependent packages - 3 dependent repositories - 20.6 thousand downloads last month - 1,804 stars on GitHub - 3 maintainers
gpjax-nightly 0.5.8 π°
Didactic Gaussian processes in Jax.56 versions - Latest release: over 1 year ago - 187 downloads last month - 387 stars on GitHub - 1 maintainer
sppl 2.0.4
The Sum-Product Probabilistic Language15 versions - Latest release: about 2 years ago - 1 dependent repositories - 138 downloads last month - 74 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 1 year ago - 1 dependent repositories - 71 downloads last month - 136 stars on GitHub - 1 maintainer
gumbi 0.2.1
Gaussian Process Model Building Interface21 versions - Latest release: about 1 year ago - 1 dependent repositories - 99 downloads last month - 47 stars on GitHub - 1 maintainer
jaxtro 0.0.2
A JAX-based gravitational-wave population inference2 versions - Latest release: 5 months ago - 13 downloads last month - 5 stars on GitHub - 1 maintainer
mxfusion 0.3.1
Modular Probabilistic Programming on MXNet7 versions - Latest release: about 5 years ago - 1 dependent repositories - 15 downloads last month - 102 stars on GitHub - 2 maintainers
Top 7.2% on pypi.org
43 versions - Latest release: 18 days ago - 7 dependent packages - 9 dependent repositories - 2.95 thousand downloads last month - 125 stars on GitHub - 1 maintainer
jaxns 2.5.0
Nested Sampling in JAX43 versions - Latest release: 18 days ago - 7 dependent packages - 9 dependent repositories - 2.95 thousand downloads last month - 125 stars on GitHub - 1 maintainer
mdpproblog 0.3.0
A probabilistic logic programming framework to represent and solve MDPs.3 versions - Latest release: about 7 years ago - 1 dependent repositories - 13 downloads last month - 7 stars on GitHub - 1 maintainer
mccube 0.0.3
Markov chain cubature via JAX.3 versions - Latest release: 4 months ago - 1 dependent repositories - 27 downloads last month - 2 stars on GitHub - 1 maintainer
zarpy 1.0.1
Formally verified biased coin and n-sided die4 versions - Latest release: about 1 year ago - 53 downloads last month - 4 stars on GitHub - 1 maintainer
tapqir 1.1.19
Bayesian analysis of co-localization single-molecule microscopy image data26 versions - Latest release: 11 months ago - 1 dependent repositories - 187 downloads last month - 4 stars on GitHub - 1 maintainer
pyprobables 0.6.0
Probabilistic data structures in python30 versions - Latest release: 5 months ago - 3 dependent packages - 1 dependent repositories - 1.07 thousand downloads last month - 109 stars on GitHub - 1 maintainer
tablespoon 0.5.1
Simple probabilistic time series benchmark models31 versions - Latest release: 8 months ago - 1 dependent repositories - 1.43 thousand downloads last month - 39 stars on GitHub - 1 maintainer
uncertainty-baselines 0.0.7
Uncertainty Baselines6 versions - Latest release: almost 4 years ago - 1 dependent repositories - 85 downloads last month - 1,319 stars on GitHub - 1 maintainer
probstructs 0.2.8
Probabilistic data structures8 versions - Latest release: over 1 year ago - 1 dependent repositories - 1.41 thousand downloads last month - 5 stars on GitHub - 1 maintainer
bayes-toolbox 0.1.3
A package for performing Bayesian analyses.6 versions - Latest release: 6 months ago - 44 downloads last month - 92 stars on GitHub - 1 maintainer
pyrovelocity 0.1.3
A multivariate RNA Velocity model to estimate future cell states with uncertainty using probabili...17 versions - Latest release: 9 months ago - 128 downloads last month - 35 stars on GitHub - 3 maintainers
Top 8.7% on pypi.org
1 version - Latest release: over 4 years ago - 1 dependent package - 6 dependent repositories - 178 downloads last month - 59 stars on GitHub - 1 maintainer
dnest4 0.2.4
Diffusive nested sampling in Python1 version - Latest release: over 4 years ago - 1 dependent package - 6 dependent repositories - 178 downloads last month - 59 stars on GitHub - 1 maintainer
nifty8 8.5
Library for signal inference algorithms that operate regardless of the underlying grids and their...6 versions - Latest release: 3 months ago - 2 dependent packages - 1 dependent repositories - 184 downloads last month - 727 stars on GitHub - 3 maintainers
Top 2.1% on pypi.org
24 versions - Latest release: 25 days ago - 15 dependent packages - 13 dependent repositories - 24.4 thousand downloads last month - 727 stars on GitHub - 1 maintainer
blackjax 1.2.1
Flexible and fast sampling in Python24 versions - Latest release: 25 days ago - 15 dependent packages - 13 dependent repositories - 24.4 thousand downloads last month - 727 stars on GitHub - 1 maintainer
blackjax-nightly 0.0.1
Flexible and fast sampling in Python143 versions - Latest release: over 1 year ago - 2 dependent packages - 1 dependent repositories - 1.42 thousand downloads last month - 727 stars on GitHub - 1 maintainer
Top 7.2% on pypi.org
291 versions - Latest release: about 3 years ago - 5 dependent packages - 4 dependent repositories - 1.9 thousand downloads last month - 56 stars on GitHub - 2 maintainers
autofit 0.77.1
Classy Probabilistic Programming291 versions - Latest release: about 3 years ago - 5 dependent packages - 4 dependent repositories - 1.9 thousand downloads last month - 56 stars on GitHub - 2 maintainers
Top 5.2% on pypi.org
2 versions - Latest release: about 3 years ago - 1 dependent package - 74 dependent repositories - 214 downloads last month - 669 stars on GitHub - 1 maintainer
edward2 0.0.2
Edward22 versions - Latest release: about 3 years ago - 1 dependent package - 74 dependent repositories - 214 downloads last month - 669 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
204 versions - Latest release: over 2 years ago - 1 dependent package - 34 dependent repositories - 7.78 thousand downloads last month - 428 stars on GitHub - 2 maintainers
lightwood 1.9.0
Lightwood is Legos for Machine Learning.204 versions - Latest release: over 2 years ago - 1 dependent package - 34 dependent repositories - 7.78 thousand downloads last month - 428 stars on GitHub - 2 maintainers
autobnn 0.0.2.dev0
Package for training Gaussian process-like Bayesian Neural Networks with composite structure.2 versions - Latest release: 2 months ago - 210 downloads last month - 4,139 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
5 versions - Latest release: over 3 years ago - 115 dependent repositories - 57 downloads last month - 4,139 stars on GitHub - 3 maintainers
inference-gym 0.0.4
The Inference Gym is the place to exercise inference methods to help make them faster, leaner and...5 versions - Latest release: over 3 years ago - 115 dependent repositories - 57 downloads last month - 4,139 stars on GitHub - 3 maintainers
Top 1.3% on pypi.org
2,146 versions - Latest release: about 2 months ago - 9 dependent packages - 349 dependent repositories - 11.8 thousand downloads last month - 4,126 stars on GitHub - 3 maintainers
tfp-nightly 0.25.0.dev20240410
Probabilistic modeling and statistical inference in TensorFlow2,146 versions - Latest release: about 2 months ago - 9 dependent packages - 349 dependent repositories - 11.8 thousand downloads last month - 4,126 stars on GitHub - 3 maintainers
genjax 0.1.0 removed
Probabilistic programming with Gen, built on top of JAX.2 versions - Latest release: 5 months ago - 80 downloads last month - 3 maintainers
calculemus 0.0.2
Logical verification of probabilistic/language model 'intuitions'.2 versions - Latest release: about 1 year ago - 31 downloads last month - 0 stars on GitHub - 1 maintainer
samppl 0.0.0
A simple probabilistic programming langauage in JAX.1 version - Latest release: over 1 year ago - 6 downloads last month - 1 maintainer
recsim-ng 0.1.2
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems5 versions - Latest release: about 2 years ago - 1 dependent repositories - 54 downloads last month - 115 stars on GitHub - 1 maintainer
pyroved 0.3.0
Variational encoder-decoder models in Pyro probabilistic programming language10 versions - Latest release: 6 months ago - 1 dependent repositories - 169 downloads last month - 43 stars on GitHub - 1 maintainer
pymcx 0.0.1 removed π°
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.1 version - Latest release: almost 4 years ago - 1 dependent repositories - 3 downloads last month - 323 stars on GitHub - 1 maintainer
pm-pyro 0.3.3
A PyMC3-like Interface for Pyro Stochastic Functions3 versions - Latest release: over 4 years ago - 1 dependent repositories - 34 downloads last month - 37 stars on GitHub - 1 maintainer
odin-ai 1.2.5
Deep learning for research and production6 versions - Latest release: almost 4 years ago - 1 dependent repositories - 56 downloads last month - 21 stars on GitHub - 1 maintainer
mcx 0.0.1 π°
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.1 version - Latest release: almost 4 years ago - 1 dependent repositories - 17 downloads last month - 324 stars on GitHub - 1 maintainer
forcespectroscopyhelpermcm-mcm 0.0.0 π°
NC-AFM experiment data IO, DF/F convert, 3D visualization tool.1 version - Latest release: about 3 years ago - 1 dependent repositories - 17 downloads last month - 8,135 stars on GitHub - 1 maintainer
cyclicmodel 0.0.4
statistical causality discovery based on cyclic model2 versions - Latest release: almost 6 years ago - 1 dependent repositories - 33 downloads last month - 2 stars on GitHub - 1 maintainer
ppchain 0.0.1
Your probabilistic modeling open source copilot1 version - Latest release: 9 months ago - 13 downloads last month - 2 stars on GitHub - 1 maintainer
outrank 0.97.0
OutRank: Feature ranking for massive sparse data sets.16 versions - Latest release: 2 months ago - 81 downloads last month - 10 stars on GitHub - 1 maintainer
pasp-plp 0.0.4
Probabilistic Answer Set Programming15 versions - Latest release: 12 months ago - 48 downloads last month - 15 stars on GitHub - 1 maintainer
fenbux 0.1.0
A Simple Statistical Distribution Library In JAX5 versions - Latest release: 2 months ago - 125 downloads last month - 16 stars on GitHub - 1 maintainer
Related Keywords
bayesian-inference
24
statistics
19
machine-learning
17
python
16
bayesian
14
probability
13
mcmc
11
machine
11
learning
11
data-science
11
bayesian-methods
10
jax
10
probabilistic
10
deep-learning
9
tensorflow
9
variational-inference
8
neural-networks
7
pyro
7
statistical-analysis
7
pytensor
6
pytorch
5
programming
4
sampling-methods
4
sampling
4
bayesian-statistics
4
gaussian-processes
3
inference
3
hamiltonian-monte-carlo
3
artificial-intelligence
2
probabilistic-models
2
variational-autoencoder
2
data-mining
2
pymc3
2
sketch
2
forecast
2
forecasting
2
regression
2
machine learning
2
time-series
2
logic-programming
2
stats
2
bayes
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numpy
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data-structures
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probabilistic-modeling
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changepoint
1
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1
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lisp
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differentiable-programming
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reinforcement-learning
1
recsim
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ppl
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llm
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llm-inference
1
hacktoberfest
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mindsdb
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ml
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simple-models
1
uncertainty-quantification
1
structures
1
exponential
1
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histogram
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stream-processing
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kruschke
1
cell-fate-determination
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deep-generative-model
1
developmental-trajectories
1
multiomics
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rna-splicing
1
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single-cell-genomics
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1
transcriptomics
1
markov-chain-monte-carlo
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nested-sampling
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cli
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graphical-models
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text-processing
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variational-autoencoders
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causal-inference
1
ppchain
1
bayesian-data-analysis
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bayesian-data-science
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generative-ai
1
algorithms
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cardinality-estimation
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counting
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