autograd

There are 6 repositories under autograd topic.

pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
neural-network autograd gpu numpy deep-learning tensor python machine-learning
Language:C++ 56289
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》)
autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom
Language:Jupyter Notebook 10059
flashlight / flashlight
A C++ standalone library for machine learning
flashlight machine-learning autograd cpp deep-learning neural-network ml
Language:C++ 4266
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
deep-learning machine-learning megengine tensor autograd python gpu numpy
Language:C++ 4244
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
3743
djl
deepjavalibrary / djl
An Engine-Agnostic Deep Learning Framework in Java
deep-learning neural-network ai java mxnet machine-learning deep-neural-networks ml autograd djl pytorch tensorflow onnxruntime
Language:Java 2528
unifyai / ivy
The Unified Machine Learning Framework
abstraction autograd deep-learning gpu ivy jax machine-learning mxnet neural-network numpy python pytorch template tensorflow
Language:Python 1953
pennylane
PennyLaneAI / pennylane
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest machine-learning neural-network optimization pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow unitaryhack
Language:Python 1427
pytorch-cpp
prabhuomkar / pytorch-cpp
C++ Implementation of PyTorch Tutorials for Everyone
cplusplus artificial-intelligence machine-learning pytorch torch tensors neural-network autograd libtorch recurrent-neural-network tutorial generative-adversarial-network convolutional-neural-network language-model interactive-tutorials colab datasets scriptmodule-files
Language:C++ 1336
owlbarn / owl
Owl - OCaml Scientific Computing @ http://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 1007
jermwatt / machine_learning_refined
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
artificial-intelligence autograd data-science deep-learning jupyter-notebook lecture-notes machine-learning machine-learning-algorithms neural-network numpy slides
Language:Python 1001
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
tensor nim multidimensional-arrays cuda deep-learning machine-learning cudnn high-performance-computing gpu-computing matrix-library neural-networks parallel-computing openmp linear-algebra ndarray opencl gpgpu iot automatic-differentiation autograd
Language:Nim 946
rusty1s / pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
pytorch sparse sparse-matrices autograd
Language:Python 635
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
586
oreilly-japan / deep-learning-from-scratch-3
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
autograd automatic-differentiation deep-learning gpu nueral-networks python
Language:Python 511
norse
norse / norse
Deep learning with spiking neural networks (SNNs) in PyTorch.
autograd deep-learning gpu machine-learning neural-network neuromorphic pytorch pytorch-lightning spiking-neural-networks tensor
Language:Python 389
raskr / rust-autograd
Tensors and differentiable operations (like TensorFlow) in Rust
rust tensor automatic-differentiation autograd neural-networks deep-learning machine-learning
Language:Rust 376
mlverse / torch
R Interface to Torch
autograd deep-learning r torch
Language:C++ 336
airlab-unibas / airlab
Image registration laboratory for 2D and 3D image data
autograd image-alignment image-registration pytorch rapid-prototyping
Language:Python 315
qml
PennyLaneAI / qml
Introductions to key concepts in quantum machine learning, as well as tutorials and implementations from cutting-edge QML research.
quantum-machine-learning qml demo tutorials key-concepts quantum-computing automatic-differentiation pytorch tensorflow autograd neural-networks quantum-chemistry
Language:Python 306
denizyuret / AutoGrad.jl
Julia port of the Python autograd package.
autograd automatic-differentiation data-science deep-learning knet machine-learning neural-networks
Language:Julia 160
rsokl / MyGrad
Drop-in autodiff for NumPy.
numpy autograd autodifferentiation deep-learning autodiff backpropagate
Language:Python 139
crystal-data / num.cr
Scientific computing in pure Crystal
crystal linear-algebra machine-learning autograd tensors gpu-accelerated-routines
Language:Crystal 127
botkop / scorch
scorch is a deep learning framework in Scala inspired by PyTorch
scala deep-learning pytorch autograd
Language:Scala 125
kaszperro / slick-dnn
Tiny and elegant deep learning library
autograd deep-learning deep-learning-library deep-neural-networks machine-learning-library
Language:Python 118
amdegroot / pytorch-containers
Torch Containers simplified in PyTorch
pytorch complex-architectures autograd pytorch-containers torch
Language:Lua 88
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 85
s974534426 / easytorch
基于Python的numpy实现的简易深度学习框架，包括自动求导、优化器、layer等的实现。
deep-learning autograd autodiff
Language:Jupyter Notebook 75
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 73
legume
fancompute / legume
🌱 Guided-mode expansion of photonic crystal slabs
autograd eigenmodes optics photonics
Language:Python 59
bat67 / pytorch-examples-cn
用例子学习PyTorch1.0（Learning PyTorch with Examples 中文翻译与学习）
autograd learning-pytorch numpy pytorch pytorch-nn pytorch-tutorial tensor translation
Language:Jupyter Notebook 52
ictxiangxin / paradox
Deep-Learning framework from scratch
deep-learning machine-learning autograd symbolic-computation from-scratch
Language:Python 44
Kashu7100 / Qualia2.0
Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.
autograd automatic-differentiation cuda deep-learning gan gpu graph neural-networks openpose reinforcement-learning
Language:Python 42
MinRegret / TigerControl
Google AI Princeton control framework
control benchmarking pybullet autograd machine-learning python jax
Language:Jupyter Notebook 37
deephealthproject / eddl
European Distributed Deep Learning (EDDL) library. A general-purpose library initially developed to cover deep learning needs in healthcare use cases within the DeepHealth project.
neural-network deep-learning machine-learning cpp gpu autograd tensor
Language:C++ 30
CMU-IDeeL / new_grad
A new lightweight auto-differentation library that directly builds on numpy. Used as a homework for CMU 11785/11685/11485.
autodiff autograd backpropagation deep-learning deeplearning machine-learning neural-networks
Language:Python 27

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