pymc-devs / pymcLinks
Bayesian Modeling and Probabilistic Programming in Python
☆9,277Updated last week
Alternatives and similar repositories for pymc
Users that are interested in pymc are comparing it to the libraries listed below
Sorting:
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,481Updated 7 months ago
- Deep universal probabilistic programming with Python and PyTorch☆8,870Updated 2 months ago
- Exploratory analysis of Bayesian models with Python☆1,733Updated this week
- Statsmodels: statistical modeling and econometrics in Python☆10,986Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,535Updated last week
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,380Updated last week
- Python library for causal inference and probabilistic modeling.☆3,057Updated last week
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,838Updated last year
- Sequential model-based optimization with a `scipy.optimize` interface☆2,794Updated last year
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,476Updated 2 weeks ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,039Updated last month
- Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …☆2,685Updated this week
- PyMC educational resources☆2,029Updated 9 months ago
- Efficiently computes derivatives of NumPy code.☆7,366Updated last week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,373Updated 7 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,075Updated 3 months ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,198Updated last week
- Lime: Explaining the predictions of any machine learning classifier☆12,002Updated last year
- An open source python library for automated feature engineering☆7,543Updated last week
- A scikit-learn compatible neural network library that wraps PyTorch☆6,115Updated last month
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆7,740Updated last week
- Automated Machine Learning with scikit-learn☆7,957Updated last month
- Gaussian processes framework in python☆2,115Updated 3 months ago
- PyStan, the Python interface to Stan☆927Updated 4 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,775Updated 5 months ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆9,991Updated 3 weeks ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 4 years ago
- A Grammar of Graphics for Python☆4,374Updated last week
- Survival analysis in Python☆2,507Updated 11 months ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,102Updated last year