autograd

There are 10 repositories under autograd topic.

pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
autograd deep-learning gpu machine-learning neural-network numpy python tensor
Language:Python 80647
ivy-llc / ivy
Convert ML Code Between Frameworks
abstraction autograd deep-learning gpu ivy jax machine-learning mxnet neural-network numpy python pytorch template tensorflow
Language:Python 14026
chenyuntc / pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
pytorch pytorch-tutorials pytorch-tutorials-cn deep-learning neural-style charrnn gan caption neuraltalk image-classification visdom tensorboard nn tensor autograd jupyter-notebook
Language:Jupyter Notebook 11911
flashlight / flashlight
A C++ standalone library for machine learning
autograd cpp deep-learning flashlight machine-learning ml neural-network
Language:C++ 5210
MegEngine / MegEngine
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
autograd deep-learning gpu machine-learning megengine numpy python tensor
Language:C++ 4739
BoltzmannEntropy / interviews.ai
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial
4478
djl
deepjavalibrary / djl
An Engine-Agnostic Deep Learning Framework in Java
ai autograd deep-learning deep-neural-networks djl java machine-learning ml mxnet neural-network onnxruntime pytorch tensorflow
Language:Java 4010
pennylane
PennyLaneAI / pennylane
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.
quantum machine-learning deep-learning neural-network optimization quantum-computing quantum-machine-learning automatic-differentiation tensorflow pytorch autograd qiskit cirq strawberryfields differentiable-computing quantum-chemistry qml jax python hacktoberfest
Language:Python 2208
pytorch-cpp
prabhuomkar / pytorch-cpp
C++ Implementation of PyTorch Tutorials for Everyone
artificial-intelligence autograd colab convolutional-neural-network cplusplus datasets generative-adversarial-network interactive-tutorials language-model libtorch machine-learning neural-network pytorch recurrent-neural-network scriptmodule-files tensors torch tutorial
Language:C++ 1902
coreylowman / dfdx
Deep learning in Rust, with shape checked tensors and neural networks
autodiff autodifferentiation autograd backpropagation cuda cuda-kernels cuda-support cuda-toolkit cudnn deep-learning deep-neural-networks gpu gpu-acceleration gpu-computing machine-learning neural-network rust rust-lang tensor
Language:Rust 1680
neonwatty / machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
machine-learning deep-learning artificial-intelligence data-science jupyter-notebook numpy autograd machine-learning-algorithms lecture-notes slides neural-network collab jax mathematical-optimization python
Language:Python 1645
n2cholas / awesome-jax
JAX - A curated list of resources https://github.com/google/jax
autograd awesome awesome-list deep-learning jax machine-learning neural-network numpy xla
1391
mratsim / Arraymancer
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor
Language:Nim 1329
owlbarn / owl
Owl - OCaml Scientific Computing @ https://ocaml.xyz
matrix linear-algebra ndarray statistical-functions topic-modeling regression maths gsl plotting sparse-linear-systems scientific-computing numerical-calculations statistics mcmc optimization autograd algorithmic-differentation automatic-differentiation machine-learning neural-network
Language:OCaml 1199
rusty1s / pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
autograd pytorch sparse sparse-matrices
Language:Python 980
oreilly-japan / deep-learning-from-scratch-3
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
deep-learning nueral-networks gpu autograd automatic-differentiation python
Language:Python 711
norse
norse / norse
Deep learning with spiking neural networks (SNNs) in PyTorch.
spiking-neural-networks deep-learning pytorch tensor machine-learning gpu autograd neural-network neuromorphic pytorch-lightning
Language:Python 632
qml
PennyLaneAI / qml
Introductions to key concepts in quantum programming, as well as tutorials and implementations from cutting-edge quantum computing research.
quantum-machine-learning qml demo tutorials key-concepts quantum-computing automatic-differentiation pytorch tensorflow autograd neural-networks quantum-chemistry
Language:Python 514
mlverse / torch
R Interface to Torch
autograd deep-learning r torch
Language:C++ 484
raskr / rust-autograd
Tensors and differentiable operations (like TensorFlow) in Rust
autograd automatic-differentiation deep-learning machine-learning neural-networks rust tensor
Language:Rust 482
airlab-unibas / airlab
Image registration laboratory for 2D and 3D image data
image-registration autograd pytorch rapid-prototyping image-alignment
Language:Python 406
basalt
basalt-org / basalt
A Machine Learning framework from scratch in Pure Mojo 🔥
ai autograd deep-learning deep-neural-networks machine-learning ml mojo neural-network tensor
Language:Mojo 352
PKU-DAIR / Hetu
A high-performance distributed deep learning system targeting large-scale and automated distributed training.
deep-learning distributed-systems distributed-training high-dimensional machine-learning gpu autograd data-science artificial-intelligence python deep-neural-networks embeddings state-of-the-art
Language:Python 242
neograd
pranftw / neograd
A deep learning framework created from scratch with Python and NumPy
ai autograd automatic-differentiation deep-learning deep-learning-framework machine-learning neural-network numpy python pytorch-api scratch-implementation
Language:Python 232
rsokl / MyGrad
Drop-in autodiff for NumPy.
numpy autograd autodifferentiation deep-learning autodiff backpropagate
Language:Python 189
denizyuret / AutoGrad.jl
Julia port of the Python autograd package.
autograd knet automatic-differentiation machine-learning deep-learning data-science neural-networks
Language:Julia 169
crystal-data / num.cr
Scientific computing in pure Crystal
crystal linear-algebra machine-learning autograd tensors gpu-accelerated-routines
Language:Crystal 148
vlang / vtl
The V Tensor Library
v hacktoberfest autograd deep-learning linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks tensor
Language:V 145
botkop / scorch
scorch is a deep learning framework in Scala inspired by PyTorch
scala deep-learning pytorch autograd
Language:Scala 138
voodoo
Benny-Nottonson / voodoo
A working machine learning framework in pure Mojo 🔥
autograd data-science deep-learning deep-neural-networks machine-learning ml mojo neural-networks
Language:Mojo 131
TilliFe / Infermo
Tensors and dynamic Neural Networks in Mojo
autodiff automatic-differentiation ml modular mojo autograd-engine training neural-network autograd ai conv2d deep-learning mlp mnist transformer
Language:Mojo 123
kaszperro / slick-dnn
Tiny and elegant deep learning library
autograd deep-learning deep-learning-library deep-neural-networks machine-learning-library
Language:Python 121
eduardoleao052 / Autograd-from-scratch
Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.
autograd deep-learning automatic-differentiation from-scratch
Language:Python 104
DL4S
palle-k / DL4S
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux
deep-learning deep-neural-networks gradient-descent automatic-differentiation autograd tensor recurrent-neural-networks convolutional-neural-networks machine-learning neural-networks swift swift-machine-learning recurrent-networks derivatives optimizers
Language:Swift 102
legume
fancompute / legume
🌱 Guided-mode expansion of photonic crystal slabs
autograd eigenmodes optics photonics
Language:Python 98
amdegroot / pytorch-containers
Torch Containers simplified in PyTorch
pytorch complex-architectures autograd pytorch-containers torch
Language:Lua 89