tensorflow / probabilityLinks
Probabilistic reasoning and statistical analysis in TensorFlow
☆4,406Updated 2 weeks ago
Alternatives and similar repositories for probability
Users that are interested in probability are comparing it to the libraries listed below
Sorting:
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,840Updated last year
- Deep universal probabilistic programming with Python and PyTorch☆8,966Updated 6 months ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,467Updated last week
- Gaussian processes in TensorFlow☆1,901Updated 8 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,597Updated this week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,812Updated last year
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Updated 4 years ago
- Bayesian optimization in PyTorch☆3,452Updated this week
- Efficiently computes derivatives of NumPy code.☆7,450Updated last week
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,507Updated 10 months ago
- A Python toolbox for performing gradient-free optimization☆4,145Updated 8 months ago
- Python library for Causal AI☆3,143Updated last week
- Exploratory analysis of Bayesian models with Python☆1,774Updated this week
- A Hyperparameter Tuning Library for Keras☆2,916Updated 2 months ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,821Updated last week
- A scikit-learn compatible neural network library that wraps PyTorch☆6,149Updated last month
- Notebooks about Bayesian methods for machine learning☆1,911Updated last year
- Gaussian processes framework in python☆2,140Updated 7 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,105Updated last week
- Adaptive Experimentation Platform☆2,694Updated this week
- Course notes for CS228: Probabilistic Graphical Models.☆1,992Updated 7 months ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,609Updated 2 weeks ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,395Updated 11 months ago
- Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization☆2,177Updated 3 years ago
- Fast and flexible AutoML with learning guarantees.☆3,460Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,771Updated last week
- PyStan, the Python interface to Stan☆928Updated 4 years ago
- JAX-based neural network library☆3,178Updated last week
- AutoML library for deep learning☆9,290Updated 2 months ago
- A simple probabilistic programming language.☆706Updated 3 weeks ago