blei-lab / edwardLinks
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
☆4,839Updated 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☆4,355Updated this week
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,467Updated 5 months ago
- Spearmint Bayesian optimization codebase☆1,559Updated 5 years ago
- Deep universal probabilistic programming with Python and PyTorch☆8,829Updated 3 weeks ago
- Python Library for Causal and Probabilistic Modeling using Bayesian Networks☆3,011Updated this week
- Gaussian processes in TensorFlow☆1,883Updated 2 months ago
- A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow☆2,225Updated 2 years ago
- Efficiently computes derivatives of NumPy code.☆7,331Updated last week
- Bayesian Modeling and Probabilistic Programming in Python☆9,148Updated this week
- Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python…☆1,134Updated 4 years ago
- Bayesian Python: Bayesian inference tools for Python☆698Updated last week
- Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimizati…☆1,392Updated 8 years ago
- Deep learning with dynamic computation graphs in TensorFlow☆1,824Updated 4 years ago
- Course notes for CS228: Probabilistic Graphical Models.☆1,967Updated last month
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,505Updated 8 years ago
- THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:☆877Updated 5 years ago
- Deep Reinforcement Learning for Keras.☆5,556Updated last year
- Lightweight library to build and train neural networks in Theano☆3,861Updated 3 years ago
- Intel® Nervana™ reference deep learning framework committed to best performance on all hardware☆3,873Updated 4 years ago
- Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.☆4,319Updated 8 months ago
- A TensorFlow implementation of the Differentiable Neural Computer.☆2,517Updated 4 years ago
- An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorpor…☆2,561Updated 5 years ago
- Topics Course on Deep Learning UC Berkeley☆1,301Updated 7 years ago
- Summaries and notes on Deep Learning research papers☆4,420Updated 7 years ago
- Source-to-Source Debuggable Derivatives in Pure Python☆2,316Updated 2 years ago
- Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning☆3,173Updated 3 years ago
- Bayesian Program Learning model for one-shot learning☆983Updated 9 years ago
- NumPy interface with mixed backend execution☆1,103Updated 7 years ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,452Updated 2 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,783Updated last year