dfdx
Deep learning library
A deep learning library for Rust with GPU acceleration and ergonomic API.
Deep learning in Rust, with shape checked tensors and neural networks
2k stars
35 watching
99 forks
Language: Rust
last commit: 6 months ago
Linked from 2 awesome lists
autodiffautodifferentiationautogradbackpropagationcudacuda-kernelscuda-supportcuda-toolkitcudnndeep-learningdeep-neural-networksgpugpu-accelerationgpu-computingmachine-learningneural-networkrustrust-langtensor
josephmisiti/awesome-machine-learning
rust-unofficial/awesome-rustRelated projects:
| Repository | Description | Stars |
|---|---|---|
 nicholas-leonard/dp | A deep learning library for streamlining research and development using the Torch7 distribution. | 343 |
 dmarnerides/pydlt | A PyTorch-based toolbox for building and training deep learning models with ease. | 204 |
 yixuan/minidnn | A C++ library implementing deep neural networks with good performance and modularity | 399 |
 nitishsrivastava/deepnet | A collection of GPU-accelerated deep learning algorithms implemented in Python | 895 |
 mosdeo/lkydeepnn | A header-only C++ library for training and deploying deep neural networks on embedded systems | 49 |
 uncomplicate/deep-diamond | A fast Clojure library for computing with tensors and neural networks on CPUs and GPUs. | 433 |
 eduardoleao052/js-pytorch | A JavaScript library that provides GPU-accelerated deep learning capabilities with automatic differentiation and neural network layers. | 1,093 |
 amd/opencl-caffe | An OpenCL implementation of Caffe, a mainstream DNN framework. | 518 |
 vict0rsch/deep_learning | A collection of tutorials and resources on implementing deep learning models using Python libraries such as Keras and Lasagne. | 426 |
 hannes-brt/hebel | A Python library for building and training neural networks using GPU acceleration | 1,169 |
 dusty-nv/ros_deep_learning | A set of ROS/ROS2 nodes for deep learning inference on NVIDIA devices | 907 |
 torch/cutorch | Provides a CUDA backend for the PyTorch deep learning framework | 337 |
 rksltnl/deep-metric-learning-cvpr16 | A software framework for building deep metric learning models using lifted structured feature embedding | 346 |
 dustinstansbury/medal | A Matlab environment for training and using various deep learning architectures | 109 |
 kuz/deepmind-atari-deep-q-learner | An implementation of a deep reinforcement learning architecture for playing Atari games | 1,828 |