blei-lab / edwardLinks
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
☆4,841Updated last year
Alternatives and similar repositories for edward
Users that are interested in edward are comparing it to the libraries listed below
Sorting:
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,394Updated 3 weeks ago
- Deep universal probabilistic programming with Python and PyTorch☆8,920Updated 4 months ago
- Spearmint Bayesian optimization codebase☆1,562Updated 5 years ago
- Gaussian processes in TensorFlow☆1,894Updated 6 months ago
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,490Updated 8 months ago
- Tutorials and implementations for "Self-normalizing networks"☆1,587Updated 3 years ago
- A TensorFlow implementation of the Differentiable Neural Computer.☆2,519Updated 4 years ago
- Deep learning with dynamic computation graphs in TensorFlow☆1,823Updated 4 years ago
- Efficiently computes derivatives of NumPy code.☆7,400Updated last week
- Python library for Causal AI☆3,104Updated last week
- Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimizati…☆1,395Updated 8 years ago
- A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow☆2,222Updated 2 years ago
- Learning to Learn in TensorFlow☆4,064Updated 4 years ago
- Source-to-Source Debuggable Derivatives in Pure Python☆2,317Updated 3 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,373Updated last week
- Gaussian processes framework in python☆2,129Updated 5 months ago
- Course notes for CS228: Probabilistic Graphical Models.☆1,982Updated 5 months ago
- Probabilistic Modeling Toolkit for Matlab/Octave.☆1,572Updated 4 years ago
- TensorFlow-based neural network library☆9,896Updated 3 months ago
- Visualizations for machine learning datasets☆7,379Updated 2 years ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,539Updated 2 weeks ago
- Lightweight library to build and train neural networks in Theano☆3,865Updated 3 years ago
- THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:☆876Updated 5 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,803Updated last year
- Bayesian Python: Bayesian inference tools for Python☆702Updated 4 months ago
- PyStan, the Python interface to Stan☆927Updated 4 years ago
- Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)☆1,018Updated 7 years ago
- Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.☆4,344Updated last month
- Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization☆2,176Updated 2 years ago
- A Python toolbox for gaining geometric insights into high-dimensional data☆1,874Updated 4 months ago