Alternatives and similar repositories for pymc

Users that are interested in pymc are comparing it to the libraries listed below

• pyro-ppl / pyro
  Deep universal probabilistic programming with Python and PyTorch
  ☆8,818Updated this week
• jmschrei / pomegranate
  Fast, flexible and easy to use probabilistic modelling in Python.
  ☆3,460Updated 4 months ago
• statsmodels / statsmodels
  Statsmodels: statistical modeling and econometrics in Python
  ☆10,792Updated this week
• pyro-ppl / numpyro
  Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
  ☆2,482Updated last month
• HIPS / autograd
  Efficiently computes derivatives of NumPy code.
  ☆7,309Updated this week
• tensorflow / probability
  Probabilistic reasoning and statistical analysis in TensorFlow
  ☆4,348Updated last month
• blei-lab / edward
  A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
  ☆4,839Updated last year
• scikit-optimize / scikit-optimize
  Sequential model-based optimization with a `scipy.optimize` interface
  ☆2,781Updated last year
• arviz-devs / arviz
  Exploratory analysis of Bayesian models with Python
  ☆1,704Updated this week
• DistrictDataLabs / yellowbrick
  Visual analysis and diagnostic tools to facilitate machine learning model selection.
  ☆4,358Updated 4 months ago
• CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
  aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…
  ☆27,577Updated last year
• hyperopt / hyperopt
  Distributed Asynchronous Hyperparameter Optimization in Python
  ☆7,438Updated last month
• pgmpy / pgmpy
  Python Library for Causal and Probabilistic Modeling using Bayesian Networks
  ☆2,995Updated this week
• rasbt / mlxtend
  A library of extension and helper modules for Python's data analysis and machine learning libraries.
  ☆5,037Updated 3 weeks ago
• dask / dask
  Parallel computing with task scheduling
  ☆13,314Updated 2 weeks ago
• pydata / xarray
  N-D labeled arrays and datasets in Python
  ☆3,901Updated this week
• has2k1 / plotnine
  A Grammar of Graphics for Python
  ☆4,278Updated last week
• pymc-devs / pymc4
  (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
  ☆712Updated 3 years ago
• pydata / numexpr
  Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more
  ☆2,332Updated last month
• aesara-devs / aesara
  Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…
  ☆1,211Updated 7 months ago
• vega / altair
  Declarative visualization library for Python
  ☆9,881Updated last month
• pymc-devs / pymc-resources
  PyMC educational resources
  ☆2,023Updated 6 months ago
• pymc-devs / pymc2
  THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:
  ☆877Updated 4 years ago
• stan-dev / stan
  Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …
  ☆2,671Updated this week
• bambinos / bambi
  BAyesian Model-Building Interface (Bambi) in Python.
  ☆1,176Updated 3 weeks ago
• facebookresearch / nevergrad
  A Python toolbox for performing gradient-free optimization
  ☆4,092Updated last month
• stan-dev / pystan2
  PyStan, the Python interface to Stan
  ☆928Updated 4 years ago
• scikit-learn-contrib / imbalanced-learn
  A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
  ☆7,009Updated 3 weeks ago
• RJT1990 / pyflux
  Open source time series library for Python
  ☆2,128Updated last year
• GPflow / GPflow
  Gaussian processes in TensorFlow
  ☆1,878Updated last month