Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "bayesian-inference" keyword

pyhgf 0.0.17
The generalized, nodalized HGF for predictive coding.
18 versions - Latest release: about 2 months ago - 257 downloads last month - 40 stars on GitHub - 1 maintainer
pocomc 1.0.2
Preconditioned Monte Carlo
24 versions - Latest release: 4 months ago - 667 downloads last month - 67 stars on GitHub - 1 maintainer
smurff 0.17.0
Bayesian Factorization Methods
6 versions - Latest release: about 3 years ago - 2 dependent repositories - 31 downloads last month - 69 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
pymc 5.15.0 💰
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Py...
67 versions - Latest release: 28 days ago - 92 dependent packages - 928 dependent repositories - 256 thousand downloads last month - 8,135 stars on GitHub - 4 maintainers
micropymc 4.0.0b6 💰
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Ae...
1 version - Latest release: about 2 years ago - 1 dependent repositories - 13 downloads last month - 8,135 stars on GitHub - 1 maintainer
multichain_mcmc 0.2.2 💰
Multichain MCMC framework and algorithms
4 versions - Latest release: about 14 years ago - 2 dependent repositories - 32 downloads last month - 8,135 stars on GitHub - 1 maintainer
sgmcmcjax 0.2.13
SGMCMC samplers in JAX
18 versions - Latest release: 10 months ago - 1 dependent repositories - 98 downloads last month - 92 stars on GitHub - 1 maintainer
Top 9.0% on pypi.org
nestcheck 0.2.1
Error analysis, diagnostic tests and plots for nested sampling calculations.
13 versions - Latest release: almost 5 years ago - 2 dependent packages - 13 dependent repositories - 278 downloads last month - 14 stars on GitHub - 1 maintainer
Top 4.7% on pypi.org
nestle 0.2.0
Nested sampling algorithms for evaluating Bayesian evidence
4 versions - Latest release: over 7 years ago - 15 dependent packages - 25 dependent repositories - 3.9 thousand downloads last month - 71 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 2 years ago - 1 dependent repositories - 93 downloads last month - 7,933 stars on GitHub - 3 maintainers
forcespectroscopyhelpermcm-mcm 0.0.0 💰
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
Top 6.0% on pypi.org
gpjax 0.8.2 💰
Gaussian processes in JAX.
58 versions - Latest release: 3 months ago - 6 dependent packages - 2 dependent repositories - 1 thousand downloads last month - 387 stars on GitHub - 2 maintainers
Top 4.7% on pypi.org
neural-tangents 0.6.5
Fast and Easy Infinite Neural Networks in Python
29 versions - Latest release: 6 months ago - 15 dependent repositories - 2.06 thousand downloads last month - 2,227 stars on GitHub - 2 maintainers
birdspy 0.1.0
Bayesian inference for differentiable simulators.
1 version - Latest release: 12 months ago - 7 downloads last month - 10 stars on GitHub - 1 maintainer
grainlearning 2.0.3
A Bayesian uncertainty quantification toolbox for discrete and continuum numerical models of gran...
2 versions - Latest release: about 2 months ago - 1 dependent repositories - 20 downloads last month - 7 stars on GitHub - 1 maintainer
pycurious 1.1.1
Python tool for computing the Curie depth from magnetic data
13 versions - Latest release: over 4 years ago - 1 dependent repositories - 29 downloads last month - 39 stars on GitHub - 1 maintainer
ramsey 0.2.1
Probabilistic deep learning using JAX
5 versions - Latest release: 8 months ago - 1 dependent repositories - 28 downloads last month - 10 stars on GitHub - 1 maintainer
move-dl 1.4.10
Multi-omics variational autoencoder
21 versions - Latest release: 4 months ago - 1 dependent repositories - 115 downloads last month - 59 stars on GitHub - 2 maintainers
blackbirds 1.0.0
Black-Box Inference foR Differentiable Simulators.
3 versions - Latest release: 11 months ago - 21 downloads last month - 8 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
pytensor 2.21.0 💰
Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
43 versions - Latest release: 28 days ago - 25 dependent packages - 46 dependent repositories - 233 thousand downloads last month - 240 stars on GitHub - 3 maintainers
lwmcmc 1.0
A parameter space sampling class for lightweight Bayesian inference. Running on a NumPy-based imp...
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 9 downloads last month - 2 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
sbi 0.22.0
Simulation-based inference.
30 versions - Latest release: 6 months ago - 4 dependent packages - 14 dependent repositories - 1.58 thousand downloads last month - 535 stars on GitHub - 4 maintainers
Top 0.4% on pypi.org
pymc3 3.11.5 💰
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 - 901 thousand downloads last month - 8,135 stars on GitHub - 5 maintainers
hirm 0.1.3
Hierarchical Infinite Relational Model
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 14 downloads last month - 9 stars on GitHub - 1 maintainer
beastiary 1.8.3
Real time and remote MCMC trace monitoring with BEASTIARY
59 versions - Latest release: 3 months ago - 296 downloads last month - 16 stars on GitHub - 1 maintainer
bayesflare 1.0.4
Python functions and classes implementing a Bayesian approach to flare finding.
4 versions - Latest release: almost 7 years ago - 21 downloads last month - 7 stars on GitHub - 1 maintainer
variationalhmm 0.1.0
Jax-Implementation of Variational Hidden Markov Model
1 version - Latest release: almost 2 years ago - 3 downloads last month - 1 stars on GitHub - 1 maintainer
approxposterior 0.4
Gaussian Process Approximation to Posterior Distributions
6 versions - Latest release: over 4 years ago - 1 dependent repositories - 38 downloads last month - 40 stars on GitHub - 1 maintainer
hmclab 1.0rc1
A numerical laboratory for Bayesian Seismology
1 version - Latest release: about 1 year ago - 7 downloads last month - 21 stars on GitHub - 1 maintainer
blackjax-nightly 0.0.1
Flexible and fast sampling in Python
143 versions - Latest release: over 1 year ago - 2 dependent packages - 1 dependent repositories - 994 downloads last month - 737 stars on GitHub - 1 maintainer
Top 2.1% on pypi.org
blackjax 1.2.1
Flexible and fast sampling in Python
24 versions - Latest release: about 1 month ago - 15 dependent packages - 13 dependent repositories - 23.9 thousand downloads last month - 737 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: 4 months ago - 2 dependent packages - 1 dependent repositories - 186 downloads last month - 736 stars on GitHub - 3 maintainers
buqeyemodel 0.1
A statistical model of EFT convergence.
1 version - Latest release: over 6 years ago - 9 downloads last month - 12 stars on GitHub - 1 maintainer
bayestorch 0.0.3
Lightweight Bayesian deep learning library for fast prototyping based on PyTorch
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 47 downloads last month - 8 stars on GitHub - 1 maintainer
spearmint 0.0.2
Refreshing hypothesis testing in python!
3 versions - Latest release: 6 months ago - 3 dependent repositories - 60 downloads last month - 3 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
bayesian-torch 0.5.0
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning
5 versions - Latest release: 5 months ago - 1 dependent package - 2 dependent repositories - 315 downloads last month - 429 stars on GitHub - 2 maintainers
beat 2.0.1
'Bayesian Earthquake Analysis Tool'
13 versions - Latest release: about 1 month ago - 8 dependent repositories - 313 downloads last month - 127 stars on GitHub - 1 maintainer
geobipy 2.0.0
Markov chain Monte Carlo inversion
3 versions - Latest release: 5 months ago - 1 dependent repositories - 23 downloads last month - 77 stars on GitHub - 1 maintainer
gwnrtools 2021.9.20
A collection of tools for academic research in gravitational-wave astronomy & astrophysics
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 7 downloads last month - 7 stars on GitHub - 1 maintainer
gsum 0.1
A Bayesian model of series convergence using Gaussian sums
1 version - Latest release: about 6 years ago - 1 dependent repositories - 8 downloads last month - 12 stars on GitHub - 1 maintainer
aws-fortuna 10.7.8
A Library for Uncertainty Quantification.
44 versions - Latest release: over 1 year ago - 2 dependent repositories - 411 downloads last month - 859 stars on GitHub - 2 maintainers
bayesml 0.2.5
A library for Bayes statistics, Bayes decision theory, and Bayes machine learning
11 versions - Latest release: 7 months ago - 1 dependent repositories - 31 downloads last month - 5 stars on GitHub - 1 maintainer
ppchain 0.0.1
Your probabilistic modeling open source copilot
1 version - Latest release: 10 months ago - 13 downloads last month - 2 stars on GitHub - 1 maintainer
pypbl 0.3.1
A python library for preference based learning using pairwise comparisons.
4 versions - Latest release: over 3 years ago - 2 dependent repositories - 22 downloads last month - 1 stars on GitHub - 1 maintainer
dpmmpython-trax 0.1.5
Python wrapper for DPMMSubClusters julia package
6 versions - Latest release: over 3 years ago - 1 dependent repositories - 2.55 thousand downloads last month - 33 stars on GitHub - 2 maintainers
chekipeuq 0.9.8
This is the CheKiPEUQ package which stands for Chemical Kinetics Parameter Estimation and Uncerta...
45 versions - Latest release: over 2 years ago - 221 downloads last month - 13 stars on GitHub - 2 maintainers
gumbi 0.2.1
Gaussian Process Model Building Interface
29 versions - Latest release: about 1 year ago - 1 dependent repositories - 904 downloads last month - 47 stars on GitHub - 1 maintainer
aboleth 0.9.0
Bayesian supervised deep learning with TensorFlow
10 versions - Latest release: over 5 years ago - 1 dependent repositories - 71 downloads last month - 128 stars on GitHub - 1 maintainer
cardioception-toolbox 0.5.0 removed
Cardioception Python Toolbox
1 version - Latest release: 2 months ago - 85 downloads last month - 0 stars on GitHub - 1 maintainer
shabadoo 0.1.4
Very easy Bayesian regression using numpyro.
9 versions - Latest release: over 3 years ago - 1 dependent repositories - 41 downloads last month - 3 stars on GitHub - 1 maintainer
dpmmpythonstreaming 0.1.1
Python wrapper for DPMMSubClustersStreaming julia package
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 7 downloads last month - 33 stars on GitHub - 1 maintainer
dpmmpython 0.1.10
Python wrapper for DPMMSubClusters julia package
10 versions - Latest release: almost 2 years ago - 1 dependent repositories - 33 downloads last month - 33 stars on GitHub - 1 maintainer
jaxoplanet 0.0.2
Probabilistic models for exoplanet inference in JAX
3 versions - Latest release: 3 months ago - 1 dependent package - 566 downloads last month - 18 stars on GitHub - 1 maintainer
yabf 2.1.1
Yet Another Bayesian Framework
9 versions - Latest release: about 2 years ago - 1 dependent repositories - 74 downloads last month - 0 stars on GitHub - 1 maintainer
viabel 0.5.1
Efficient, lightweight variational inference and approximation bounds
7 versions - Latest release: almost 2 years ago - 1 dependent repositories - 87 downloads last month - 36 stars on GitHub - 1 maintainer
probflow 2.4.1
A Python package for building Bayesian models with TensorFlow or PyTorch
13 versions - Latest release: about 3 years ago - 1 dependent repositories - 55 downloads last month - 165 stars on GitHub - 1 maintainer
tarp 0.1.1
Statistical coverage testing in python.
5 versions - Latest release: 7 months ago - 244 downloads last month - 19 stars on GitHub - 2 maintainers
pybalonor 1.0.0
Bayesian analysis of the log-normal distribution.
1 version - Latest release: about 1 year ago - 5 downloads last month - 0 stars on GitHub - 1 maintainer
dibs-lib 1.3.3
DiBS: Differentiable Bayesian Structure Learning
10 versions - Latest release: 7 months ago - 1 dependent repositories - 64 downloads last month - 43 stars on GitHub - 1 maintainer
ppgm 0.0.4
Graphical model analysis toolbox.
4 versions - Latest release: almost 4 years ago - 2 dependent repositories - 24 downloads last month - 4 stars on GitHub - 1 maintainer
gpie 0.2.2
GPie: Gaussian Process tiny explorer
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 27 downloads last month - 5 stars on GitHub - 1 maintainer
skbel 2.1.14 💰
A set of Python modules to implement the Bayesian Evidential Learning (BEL) framework
43 versions - Latest release: over 1 year ago - 1 dependent repositories - 147 downloads last month - 20 stars on GitHub - 1 maintainer
cosmopower-jax 0.5.2
Differentiable cosmological emulators
13 versions - Latest release: about 1 month ago - 287 downloads last month - 21 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
bambi 0.13.0 💰
BAyesian Model Building Interface in Python
28 versions - Latest release: 8 months ago - 4 dependent packages - 14 dependent repositories - 20.9 thousand downloads last month - 1,029 stars on GitHub - 5 maintainers
peuqse 1.2.6
This is the PEUQSE package which stands for Chemical Kinetics Parameter Estimation and Uncertaint...
23 versions - Latest release: over 1 year ago - 1 dependent repositories - 66 downloads last month - 13 stars on GitHub - 2 maintainers
birdman 0.2.0
Framework for differential microbiome abundance using Bayesian inference
6 versions - Latest release: 7 months ago - 88 downloads last month - 22 stars on GitHub - 1 maintainer
perfectns 2.1.3
Dynamic and standard nested sampling for spherically symmetric likelihoods and priors.
4 versions - Latest release: almost 5 years ago - 1 dependent repositories - 39 downloads last month - 5 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
pyro-ppl 1.9.0 💰
A Python library for probabilistic modeling and inference
36 versions - Latest release: 4 months ago - 78 dependent packages - 437 dependent repositories - 281 thousand downloads last month - 8,394 stars on GitHub - 2 maintainers
Top 9.3% on pypi.org
fgivenx 2.4.2
fgivenx: Functional Posterior Plotter
52 versions - Latest release: about 1 year ago - 8 dependent repositories - 510 downloads last month - 16 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
numpyro 0.15.0
Pyro PPL on NumPy
28 versions - Latest release: 28 days ago - 76 dependent packages - 123 dependent repositories - 146 thousand downloads last month - 2,057 stars on GitHub - 1 maintainer
baysplinepy 0.0.2
A Python implementation of BAYSPLINE
2 versions - Latest release: about 5 years ago - 1 dependent repositories - 27 downloads last month - 4 stars on GitHub - 1 maintainer
bayespermus 1.0.0
Bayesian inference of algorithm performance using permutation models.
5 versions - Latest release: over 2 years ago - 21 downloads last month - 0 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
maxentropy 0.3.0
Maximum entropy and minimum divergence models in Python
2 versions - Latest release: almost 5 years ago - 1 dependent package - 5 dependent repositories - 28 downloads last month - 36 stars on GitHub - 1 maintainer
monte-library 0.1.0
monte-library is a set of Monte Carlo methods in Python. The package is written to be flexible, c...
1 version - Latest release: about 1 year ago - 13 downloads last month - 3 stars on GitHub - 1 maintainer
snakebacon 0.0.6
snakebacon
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 11 downloads last month - 6 stars on GitHub - 1 maintainer
snowline 0.6.3
Fit and compare complex models quickly. Laplace Approximation, Variational Bayes, Importance Samp...
11 versions - Latest release: 11 months ago - 1 dependent package - 1 dependent repositories - 5.37 thousand downloads last month - 8 stars on GitHub - 1 maintainer
pyvarinf 0.2
Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference ...
2 versions - Latest release: over 5 years ago - 2 dependent repositories - 15 downloads last month - 353 stars on GitHub - 1 maintainer
scipy-maxentropy 1.0
Maximum entropy modelling code previously available as scipy.maxentropy
1 version - Latest release: 3 months ago - 39 downloads last month - 36 stars on GitHub - 1 maintainer
dynmix 1.1.2
Dynamix Membership Mixture Models
5 versions - Latest release: over 4 years ago - 1 dependent repositories - 34 downloads last month - 1 stars on GitHub - 1 maintainer
baysparpy 0.0.3
An Open Source Python package for TEX86 calibration
2 versions - Latest release: over 5 years ago - 1 dependent repositories - 32 downloads last month - 7 stars on GitHub - 1 maintainer
autoemcee 0.4.1
Run affine-invariant sampler in automated fashion until convergence.
6 versions - Latest release: over 1 year ago - 1 dependent repositories - 57 downloads last month - 8 stars on GitHub - 1 maintainer
bhad 0.1.0
Bayesian Histogram-based Anomaly Detection
8 versions - Latest release: about 1 year ago - 62 downloads last month - 10 stars on GitHub - 1 maintainer
racecar 0.0.11
A lightweight Bayesian sampling package
7 versions - Latest release: over 3 years ago - 1 dependent repositories - 60 downloads last month - 4 stars on GitHub - 1 maintainer
myfm 0.3.6
Yet another Bayesian factorization machines.
14 versions - Latest release: about 1 year ago - 3 dependent repositories - 255 downloads last month - 57 stars on GitHub - 1 maintainer
gpjax-nightly 0.5.8 💰
Didactic Gaussian processes in Jax.
56 versions - Latest release: over 1 year ago - 187 downloads last month - 387 stars on GitHub - 1 maintainer
cpfinder 0.2.1
Online changepoint detection for python
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 18 downloads last month - 8 stars on GitHub - 1 maintainer
kassandra 0.0.12
Package for implementing bayesian deep learning models in python.
2 versions - Latest release: about 5 years ago - 1 dependent repositories - 16 downloads last month - 0 stars on GitHub - 1 maintainer
dart-id 2.0.7
RT Alignment and Peptide ID Confidence Updating for LC-MS/MS Data
8 versions - Latest release: over 4 years ago - 1 dependent repositories - 40 downloads last month - 12 stars on GitHub - 1 maintainer
bajes 0.3.0
Bayesian Jenaer Software
2 versions - Latest release: over 1 year ago - 1 dependent repositories - 23 downloads last month - 21 stars on GitHub - 1 maintainer
bisip 0.0.15
Bayesian inversion of SIP data
13 versions - Latest release: about 6 years ago - 74 downloads last month - 7 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
skstan 0.0.0.dev2
Various bayesian models based on stan and pystan with a elegant interface like a scikit-learn or ...
1 version - Latest release: over 6 years ago - 1 dependent repositories - 10 downloads last month - 27 stars on GitHub - 1 maintainer
jaxtro 0.0.2
A JAX-based gravitational-wave population inference
2 versions - Latest release: 6 months ago - 13 downloads last month - 5 stars on GitHub - 1 maintainer
simplesvgd 0.3
A very basic implementation of SVGD, based on https://github.com/dilinwang820/Stein-Variational-G...
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 32 downloads last month - 4 stars on GitHub - 1 maintainer
pyblobby3d 0.0.2
Python package for Blobby3D
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 23 downloads last month - 0 stars on GitHub - 1 maintainer
mxfusion 0.3.1
Modular Probabilistic Programming on MXNet
7 versions - Latest release: about 5 years ago - 1 dependent repositories - 15 downloads last month - 102 stars on GitHub - 2 maintainers
aorun 0.1
Deep Learning over PyTorch
1 version - Latest release: about 7 years ago - 1 dependent repositories - 27 downloads last month - 61 stars on GitHub - 1 maintainer
abc-network 0.1.3
This package provides code linked to the paper "Multimorbidity analysis with low condition counts...
4 versions - Latest release: about 2 months ago - 84 downloads last month - 1 stars on GitHub - 1 maintainer
mccube 0.0.3
Markov chain cubature via JAX.
3 versions - Latest release: 5 months ago - 1 dependent repositories - 27 downloads last month - 2 stars on GitHub - 1 maintainer
Related Keywords
python 62 machine-learning 39 mcmc 25 bayesian 24 probabilistic-programming 24 statistics 22 bayesian-statistics 17 jax 16 inference 16 variational-inference 15 deep-learning 15 gaussian-processes 13 sampling 12 pytorch 12 nested-sampling 11 statistical-analysis 10 astrophysics 9 sampling-methods 9 astronomy 8 data-science 8 probability 8 pytensor 7 monte-carlo 7 uncertainty-quantification 7 markov-chain-monte-carlo 6 cosmology 6 neural-networks 6 regression 5 gaussian 5 parameter-estimation 5 model 5 bayesian-methods 5 bayesian-neural-networks 5 hamiltonian-monte-carlo 5 tensorflow 4 sequential-monte-carlo 4 bayes 4 probabilistic-models 4 machine learning 4 time-series 4 calibration 4 mixture-model 4 statistical-inference 4 physics 4 parallel-computing 4 model-selection 4 pure-python 4 gibbs-sampling 4 numpy 4 bayesian-optimization 4 geophysics 4 mcmc-sampler 4 artificial-intelligence 3 modeling 3 unsupervised-learning 3 bioinformatics 3 julia 3 multinomial 3 ccgrid 3 dirichlet-process 3 dirichlet-process-mixtures 3 distributed 3 distributed-computing 3 hpml 3 hyper-computing 3 probabilistic-data-analysis 3 data-analysis 3 bayesian-network 3 general-purpose 3 kullback-leibler-divergence 3 structure-learning 3 gravitational-waves 3 black-box-bayesian-inference 3 scikit-learn 3 bayesian-networks 3 mit-license 3 uncertainty 3 differentiable-programming 3 marine 3 time-series-analysis 3 paleoclimate 2 pymc3 2 paleoceanography 2 smc2 2 seismology 2 hmc 2 quasi-monte-carlo 2 mpi 2 kalman-filter 2 deep-neural-networks 2 pmcmc 2 uncertainty-estimation 2 particle-filter 2 process 2 quantification 2 buqeyemodel 2 buqeye 2 nuclear 2 field-theory 2 nuclear-physics 2