pymc-devs / pymc
Bayesian Modeling and Probabilistic Programming in Python
☆8,873Updated last week
Alternatives and similar repositories for pymc:
Users that are interested in pymc are comparing it to the libraries listed below
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,293Updated 2 weeks ago
- Deep universal probabilistic programming with Python and PyTorch☆8,655Updated last week
- Statsmodels: statistical modeling and econometrics in Python☆10,432Updated last week
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,409Updated last week
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,829Updated 10 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,311Updated 4 months ago
- Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …☆2,632Updated this week
- Exploratory analysis of Bayesian models with Python☆1,652Updated this week
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆27,190Updated 7 months ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,342Updated 2 weeks ago
- Open source time series library for Python☆2,116Updated last year
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,493Updated 7 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,756Updated 11 months ago
- PyMC educational resources☆1,988Updated last month
- Declarative visualization library for Python☆9,582Updated last week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,393Updated this week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆4,966Updated 3 weeks ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,125Updated 3 weeks ago
- THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:☆877Updated 4 years ago
- PyStan, the Python interface to Stan☆922Updated 4 years ago
- Efficiently computes derivatives of NumPy code.☆7,134Updated this week
- NumPy aware dynamic Python compiler using LLVM☆10,210Updated this week
- Parallel computing with task scheduling☆12,934Updated this week
- A Python implementation of global optimization with gaussian processes.☆8,075Updated last month
- Statistical data visualization in Python☆12,854Updated 3 weeks ago
- An open source python library for automated feature engineering☆7,364Updated this week
- Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.☆2,828Updated this week
- Computing with Python functions.☆3,979Updated 3 weeks ago
- Uniform Manifold Approximation and Projection☆7,621Updated 2 months ago