HIPS / autograd
Efficiently computes derivatives of NumPy code.
☆7,138Updated this week
Alternatives and similar repositories for autograd:
Users that are interested in autograd are comparing it to the libraries listed below
- Deep universal probabilistic programming with Python and PyTorch☆8,657Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆31,324Updated this week
- Flax is a neural network library for JAX that is designed for flexibility.☆6,342Updated this week
- A Python toolbox for performing gradient-free optimization☆3,999Updated this week
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,829Updated 11 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,741Updated last week
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,294Updated 3 weeks ago
- NumPy & SciPy for GPU☆9,908Updated this week
- JAX-based neural network library☆2,960Updated 3 weeks ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,389Updated 2 weeks ago
- A scikit-learn compatible neural network library that wraps PyTorch☆5,964Updated 2 weeks ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆6,918Updated 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
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,586Updated this week
- A Python-embedded modeling language for convex optimization problems.☆5,621Updated this week
- cuML - RAPIDS Machine Learning Library☆4,406Updated this week
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,643Updated last week
- Web interface for browsing, search and filtering recent arxiv submissions☆5,198Updated 3 years ago
- A pedagogical implementation of Autograd☆970Updated 4 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆8,872Updated last week
- cuDF - GPU DataFrame Library☆8,689Updated this week
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)☆7,913Updated last month
- A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.☆10,084Updated 8 months ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,345Updated 2 weeks ago
- Source-to-Source Debuggable Derivatives in Pure Python☆2,317Updated 2 years ago
- Bayesian optimization in PyTorch☆3,174Updated this week
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,409Updated last week
- Deep Learning for humans☆62,579Updated this week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,756Updated 11 months ago
- SciPy library main repository☆13,378Updated this week