blei-lab / edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
☆4,829Updated 11 months ago
Alternatives and similar repositories for edward:
Users that are interested in edward are comparing it to the libraries listed below
- Deep universal probabilistic programming with Python and PyTorch☆8,655Updated last week
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,293Updated 2 weeks ago
- A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow☆2,217Updated 2 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆8,873Updated last week
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,409Updated last week
- TensorFlow-based neural network library☆9,816Updated this week
- Efficiently computes derivatives of NumPy code.☆7,134Updated this week
- Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.☆2,828Updated this week
- A Python toolbox for gaining geometric insights into high-dimensional data☆1,832Updated 10 months ago
- Gaussian processes in TensorFlow☆1,862Updated this week
- Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays…☆9,928Updated last year
- Spearmint Bayesian optimization codebase☆1,552Updated 5 years ago
- Deep learning with dynamic computation graphs in TensorFlow☆1,822Updated 3 years ago
- Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.☆4,279Updated 2 months ago
- Learning to Learn in TensorFlow☆4,059Updated 3 years ago
- A TensorFlow implementation of the Differentiable Neural Computer.☆2,505Updated 3 years ago
- Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization☆2,180Updated 2 years ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,342Updated 2 weeks ago
- Deep Reinforcement Learning for Keras.☆5,539Updated last year
- A flexible framework of neural networks for deep learning☆5,904Updated last year
- Summaries and notes on Deep Learning research papers☆4,420Updated 7 years ago
- Lightweight library to build and train neural networks in Theano☆3,851Updated 2 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,756Updated 11 months ago
- Visualizations for machine learning datasets☆7,356Updated last year
- TensorFlow Reinforcement Learning☆3,140Updated 2 years ago
- Intel® Nervana™ reference deep learning framework committed to best performance on all hardware☆3,870Updated 4 years ago
- NumPy interface with mixed backend execution☆1,107Updated 6 years ago
- Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. …☆2,632Updated this week
- THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:☆877Updated 4 years ago
- Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning☆3,176Updated 3 years ago