All Projects → GPJax → Similar Projects or Alternatives

255 Open source projects that are alternatives of or similar to GPJax

Glmm In Python
Generalized linear mixed-effect model in Python
Stars: ✭ 131 (-17.61%)
Mutual labels:  bayesian-inference
revisiting rainbow
Revisiting Rainbow
Stars: ✭ 71 (-55.35%)
Mutual labels:  jax
Numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Stars: ✭ 929 (+484.28%)
Mutual labels:  bayesian-inference
DP means
Dirichlet Process K-means
Stars: ✭ 36 (-77.36%)
Mutual labels:  bayesian-inference
jax-rl
JAX implementations of core Deep RL algorithms
Stars: ✭ 61 (-61.64%)
Mutual labels:  jax
Dynamichmc.jl
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
Stars: ✭ 172 (+8.18%)
Mutual labels:  bayesian-inference
Scikit Stan
A high-level Bayesian analysis API written in Python
Stars: ✭ 22 (-86.16%)
Mutual labels:  bayesian-inference
mlp-gpt-jax
A GPT, made only of MLPs, in Jax
Stars: ✭ 53 (-66.67%)
Mutual labels:  jax
omd
JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
Stars: ✭ 43 (-72.96%)
Mutual labels:  jax
A Nice Mc
Code for "A-NICE-MC: Adversarial Training for MCMC"
Stars: ✭ 115 (-27.67%)
Mutual labels:  bayesian-inference
cgpm
Library of composable generative population models which serve as the modeling and inference backend of BayesDB.
Stars: ✭ 24 (-84.91%)
Mutual labels:  bayesian-inference
Rhat ess
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
Stars: ✭ 19 (-88.05%)
Mutual labels:  bayesian-inference
Zhusuan
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
Stars: ✭ 2,093 (+1216.35%)
Mutual labels:  bayesian-inference
Ggdistribute
ggplot2 extension for plotting distributions
Stars: ✭ 16 (-89.94%)
Mutual labels:  bayesian-inference
Rankpl
A qualitative probabilistic programming language based on ranking theory
Stars: ✭ 99 (-37.74%)
Mutual labels:  bayesian-inference
pyrff
pyrff: Python implementation of random fourier feature approximations for gaussian processes
Stars: ✭ 24 (-84.91%)
Mutual labels:  gaussian-processes
Dynare
This project has moved to https://git.dynare.org/Dynare/dynare
Stars: ✭ 96 (-39.62%)
Mutual labels:  bayesian-inference
statrethink course in pymc3
Statistical Rethinking course in pymc3
Stars: ✭ 141 (-11.32%)
Mutual labels:  bayesian-inference
Nimble
The base NIMBLE package for R
Stars: ✭ 95 (-40.25%)
Mutual labels:  bayesian-inference
flowtorch-old
Separating Normalizing Flows code from Pyro and improving API
Stars: ✭ 36 (-77.36%)
Mutual labels:  bayesian-inference
Probflow
A Python package for building Bayesian models with TensorFlow or PyTorch
Stars: ✭ 95 (-40.25%)
Mutual labels:  bayesian-inference
webmc3
A web interface for exploring PyMC3 traces
Stars: ✭ 46 (-71.07%)
Mutual labels:  bayesian-inference
Pymc Example Project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Stars: ✭ 90 (-43.4%)
Mutual labels:  bayesian-inference
Bayesloop
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
Stars: ✭ 87 (-45.28%)
Mutual labels:  bayesian-inference
metaBMA
Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis
Stars: ✭ 20 (-87.42%)
Mutual labels:  bayesian-inference
Bat.jl
A Bayesian Analysis Toolkit in Julia
Stars: ✭ 82 (-48.43%)
Mutual labels:  bayesian-inference
Soss.jl
Probabilistic programming via source rewriting
Stars: ✭ 246 (+54.72%)
Mutual labels:  bayesian-inference
anesthetic
Nested Sampling post-processing and plotting
Stars: ✭ 34 (-78.62%)
Mutual labels:  bayesian-inference
Brms
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Stars: ✭ 825 (+418.87%)
Mutual labels:  bayesian-inference
Paper Reading
Paper Reading
Stars: ✭ 66 (-58.49%)
Mutual labels:  bayesian-inference
Master Thesis Bayesiancnn
Master Thesis on Bayesian Convolutional Neural Network using Variational Inference
Stars: ✭ 222 (+39.62%)
Mutual labels:  bayesian-inference
Aorun
Deep Learning over PyTorch
Stars: ✭ 61 (-61.64%)
Mutual labels:  bayesian-inference
PyCBC-Tutorials
Learn how to use PyCBC to analyze gravitational-wave data and do parameter inference.
Stars: ✭ 91 (-42.77%)
Mutual labels:  bayesian-inference
Bnlearn
Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
Stars: ✭ 51 (-67.92%)
Mutual labels:  bayesian-inference
Probabilistic Models
Collection of probabilistic models and inference algorithms
Stars: ✭ 217 (+36.48%)
Mutual labels:  bayesian-inference
Causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
Stars: ✭ 1,036 (+551.57%)
Mutual labels:  bayesian-inference
geostan
Bayesian spatial analysis
Stars: ✭ 40 (-74.84%)
Mutual labels:  bayesian-inference
Dblink
Distributed Bayesian Entity Resolution in Apache Spark
Stars: ✭ 38 (-76.1%)
Mutual labels:  bayesian-inference
Elfi
ELFI - Engine for Likelihood-Free Inference
Stars: ✭ 208 (+30.82%)
Mutual labels:  bayesian-inference
go-bayesopt
A library for doing Bayesian Optimization using Gaussian Processes (blackbox optimizer) in Go/Golang.
Stars: ✭ 47 (-70.44%)
Mutual labels:  gaussian-processes
Beast2
Bayesian Evolutionary Analysis by Sampling Trees
Stars: ✭ 156 (-1.89%)
Mutual labels:  bayesian-inference
Pytorch Bayesiancnn
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Stars: ✭ 779 (+389.94%)
Mutual labels:  bayesian-inference
gp
Differentiable Gaussian Process implementation for PyTorch
Stars: ✭ 18 (-88.68%)
Mutual labels:  gaussian-processes
Resources
PyMC3 educational resources
Stars: ✭ 930 (+484.91%)
Mutual labels:  bayesian-inference
Stan
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
Stars: ✭ 2,177 (+1269.18%)
Mutual labels:  bayesian-inference
Looper
A resource list for causality in statistics, data science and physics
Stars: ✭ 23 (-85.53%)
Mutual labels:  bayesian-inference
Landmark Detection Robot Tracking SLAM-
Simultaneous Localization and Mapping(SLAM) also gives you a way to track the location of a robot in the world in real-time and identify the locations of landmarks such as buildings, trees, rocks, and other world features.
Stars: ✭ 14 (-91.19%)
Mutual labels:  bayesian-inference
Pycurious
Python package for computing the Curie depth from the magnetic anomaly
Stars: ✭ 22 (-86.16%)
Mutual labels:  bayesian-inference
Shinystan
shinystan R package and ShinyStan GUI
Stars: ✭ 172 (+8.18%)
Mutual labels:  bayesian-inference
Bayesian Neural Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Stars: ✭ 900 (+466.04%)
Mutual labels:  bayesian-inference
SCICoNE
Single-cell copy number calling and event history reconstruction.
Stars: ✭ 20 (-87.42%)
Mutual labels:  bayesian-inference
Bayesflare
A python module to detect stellar flares using Bayesian model comparison
Stars: ✭ 6 (-96.23%)
Mutual labels:  bayesian-inference
Sbi
Simulation-based inference in PyTorch
Stars: ✭ 164 (+3.14%)
Mutual labels:  bayesian-inference
Bda py demos
Bayesian Data Analysis demos for Python
Stars: ✭ 781 (+391.19%)
Mutual labels:  bayesian-inference
mango
Parallel Hyperparameter Tuning in Python
Stars: ✭ 241 (+51.57%)
Mutual labels:  gaussian-processes
Notes
Resources to learn more about Machine Learning and Artificial Intelligence
Stars: ✭ 766 (+381.76%)
Mutual labels:  bayesian-inference
svae cf
[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering
Stars: ✭ 38 (-76.1%)
Mutual labels:  bayesian-inference
Statsexpressions
Expressions and dataframes with statistical details 📉 📜🔣✅
Stars: ✭ 144 (-9.43%)
Mutual labels:  bayesian-inference
Rethinking Tensorflow Probability
Statistical Rethinking (2nd Ed) with Tensorflow Probability
Stars: ✭ 152 (-4.4%)
Mutual labels:  bayesian-inference
DUN
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Stars: ✭ 65 (-59.12%)
Mutual labels:  bayesian-inference
61-120 of 255 similar projects