Alternatives and similar repositories for autograd

Users that are interested in autograd are comparing it to the libraries listed below

• pyro-ppl / pyro
  Deep universal probabilistic programming with Python and PyTorch
  ☆8,808Updated 2 months ago
• tensorflow / probability
  Probabilistic reasoning and statistical analysis in TensorFlow
  ☆4,344Updated last month
• jax-ml / jax
  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
  ☆32,668Updated this week
• facebookresearch / nevergrad
  A Python toolbox for performing gradient-free optimization
  ☆4,089Updated last month
• blei-lab / edward
  A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
  ☆4,838Updated last year
• pymc-devs / pymc
  Bayesian Modeling and Probabilistic Programming in Python
  ☆9,084Updated last week
• skorch-dev / skorch
  A scikit-learn compatible neural network library that wraps PyTorch
  ☆6,063Updated this week
• keras-team / autokeras
  AutoML library for deep learning
  ☆9,239Updated 6 months ago
• tensorflow / lucid
  A collection of infrastructure and tools for research in neural network interpretability.
  ☆4,692Updated 2 years ago
• horovod / horovod
  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
  ☆14,515Updated 2 months ago
• karpathy / arxiv-sanity-preserver
  Web interface for browsing, search and filtering recent arxiv submissions
  ☆5,329Updated 3 years ago
• google / flax
  Flax is a neural network library for JAX that is designed for flexibility.
  ☆6,647Updated this week
• IDSIA / sacred
  Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
  ☆4,317Updated 7 months ago
• google-deepmind / dm-haiku
  JAX-based neural network library
  ☆3,053Updated 2 weeks ago
• cupy / cupy
  NumPy & SciPy for GPU
  ☆10,304Updated this week
• pytorch / botorch
  Bayesian optimization in PyTorch
  ☆3,287Updated this week
• lmcinnes / umap
  Uniform Manifold Approximation and Projection
  ☆7,833Updated last month
• mattjj / autodidact
  A pedagogical implementation of Autograd
  ☆985Updated 5 years ago
• google-deepmind / graph_nets
  Build Graph Nets in Tensorflow
  ☆5,385Updated 2 years ago
• pytorch / ignite
  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
  ☆4,673Updated last week
• hyperopt / hyperopt
  Distributed Asynchronous Hyperparameter Optimization in Python
  ☆7,435Updated last month
• jmschrei / pomegranate
  Fast, flexible and easy to use probabilistic modelling in Python.
  ☆3,460Updated 3 months ago
• google / tangent
  Source-to-Source Debuggable Derivatives in Pure Python
  ☆2,317Updated 2 years ago
• rasbt / mlxtend
  A library of extension and helper modules for Python's data analysis and machine learning libraries.
  ☆5,034Updated last week
• tensorflow / tensorboard
  TensorFlow's Visualization Toolkit
  ☆6,909Updated last week
• fossasia / visdom
  A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
  ☆10,162Updated last year
• GPflow / GPflow
  Gaussian processes in TensorFlow
  ☆1,878Updated last month
• keras-rl / keras-rl
  Deep Reinforcement Learning for Keras.
  ☆5,554Updated last year
• cvxpy / cvxpy
  A Python-embedded modeling language for convex optimization problems.
  ☆5,800Updated this week
• lanpa / tensorboardX
  tensorboard for pytorch (and chainer, mxnet, numpy, ...)
  ☆7,951Updated 2 weeks ago