tensor

There are 22 repositories under tensor 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:C++ 64288
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 10817
apache / tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
compiler tensor deep-learning gpu opencl metal performance javascript rocm tvm vulkan spirv machine-learning
Language:Python 9211
cupy / cupy
NumPy & SciPy for GPU
cuda cudnn cublas cusolver nccl python numpy cupy curand cusparse gpu cutensor scipy nvtx nvrtc tensor cusparselt rocm
Language:Python 6771
einops
arogozhnikov / einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
deep-learning pytorch tensorflow numpy gluon cupy chainer keras tensor jax
Language:Python 6536
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++ 4473
guoguibing / librec
LibRec: A Leading Java Library for Recommender Systems, see
recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization tensor-factorization probabilistic-graphical-models recommender systems factorization matrix tensor collaborative filtering sparse java
Language:Java 3160
mars-project / mars
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dask dataframe joblib lightgbm machine-learning numpy pandas python pytorch ray scikit-learn statsmodels tensor tensorflow xgboost
Language:Python 2569
elixir-nx / nx
Multi-dimensional arrays (tensors) and numerical definitions for Elixir
gpu numerical elixir tensor xla pytorch jit
Language:Elixir 2111
DataFrame
hosseinmoein / DataFrame
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
numerical-analysis dataframe data-analysis multidimensional-data cpp large-data heterogeneous-data statistical-analysis financial-data-analysis financial-engineering trading-strategies trading-algorithms statistical machine-learning efficient-implementations data-science tensor tensorboard datascience
Language:C++ 1792
burn-rs / burn
BURN: Burn Unstoppable Rusty Neurons
autodiff deep-learning machine-learning ndarray rust scientific-computing tensor
Language:Rust 1734
merrymercy / awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
code-generation compiler deep-learning high-performance-computing machine-learning programming-language tensor
1513
danielhanchen / hyperlearn
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
machine-learning python statistics scikit-learn statsmodels pytorch deep-learning data-science data-analysis regression-models econometrics tensor neural-network gpu research optimization
Language:Jupyter Notebook 1430
tensorly
tensorly / tensorly
TensorLy: Tensor Learning in Python.
machine-learning tensor decomposition tensor-algebra tensorly tensor-learning python tensor-methods pytorch mxnet jax tensorflow cupy numpy tensor-decomposition tensor-factorization tensor-regression regression
Language:Python 1378
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 1088
tensor-compiler / taco
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
tensor tensor-algebra linear-algebra library code-generator sparse tensor-algebra-compiler
Language:C++ 1086
egison / egison
The Egison Programming Language
egison programming-language functional-programming pattern-matching computer-algebra-system tensor differential-geometry hacktoberfest
Language:Haskell 865
coreylowman / dfdx
Deep learning in Rust, with shape checked tensors and neural networks
rust autograd autodiff machine-learning neural-network autodifferentiation rust-lang backpropagation tensor deep-learning deep-neural-networks cuda cuda-kernels cuda-support cuda-toolkit gpu gpu-acceleration gpu-computing
Language:Rust 810
OAID / AutoKernel
AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。
tensorflow pytorch tvm halide tengine deep-learning auto reinforcement-learning autosearch optimization tensor
Language:C++ 750
andrewssobral / lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
rpca matrix-factorization matrix-completion tensor-decomposition tensor matlab matrix subspace-tracking subspace-learning
Language:MATLAB 743
libxsmm / libxsmm
Library for specialized dense and sparse matrix operations, and deep learning primitives.
jit simd avx512 machine-learning sparse blas matrix-multiplication transpose bfloat16 avx2 avx sse vector intel matrix tensor convolution amx fortran
Language:C 711
dmlc / dlpack
common in-memory tensor structure
tensor operator deep-learning
Language:Python 701
dgasmith / opt_einsum
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
python tensor contraction gpu-acceleration performance einsum tensor-contraction
Language:Python 689
zdevito / ATen
ATen: A TENsor library for C++11
tensor torch7 pytorch
Language:C++ 628
OpenMined / TenSEAL
A library for doing homomorphic encryption operations on tensors
tensor homomorphic-encryption cryptography deep-learning python cpp microsoft-seal encryption docker-image hacktoberfest
Language:C++ 555
mcabbott / Tullio.jl
⅀
tensor notation julia einsum automatic-differentiation
Language:Julia 523
DiffSharp / DiffSharp
DiffSharp: Differentiable Functional Programming
machine-learning tensor dotnet autodiff gpu deep-learning neural-network
Language:F# 495
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 489
xwying / torchshow
Visualize PyTorch tensors with a single line of code.
image-tensor notebook pytorch tensor visualization
Language:Python 431
raskr / rust-autograd
Tensors and differentiable operations (like TensorFlow) in Rust
rust tensor automatic-differentiation autograd neural-networks deep-learning machine-learning
Language:Rust 423
Grassmann.jl
chakravala / Grassmann.jl
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
geometric-algebra clifford-algebras lie-groups sparse tensor-algebra automatic-differentiation complex-numbers tensor quaternion math computer-algebra differential-geometry linear-algebra topology quantum-computing computational-geometry differentiable-programming algebra
Language:Julia 407
LaurentMazare / ocaml-torch
OCaml bindings for PyTorch
ocaml pytorch machine-learning artificial-intelligence neural-network tensor gpu deep-learning
Language:OCaml 374
NiuTrans / NiuTensor
NiuTensor is an open-source toolkit developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. It provides tensor utilities to create and train neural networks.
deep-learning artificial-neural-networks tensor machine-learning
Language:C++ 367
blitzpp / blitz
Blitz++ Multi-Dimensional Array Library for C++
blitz array-manipulations tensor array vector cpp-library scientific-computing high-performance hpc template-metaprogramming numerics numerical-calculations numerical-computation multi-dimensional-array partial-evaluators
Language:C++ 355
TensorOperations.jl
Jutho / TensorOperations.jl
Julia package for tensor contractions and related operations
tensor tensor-contraction tensor-permutation tensor-trace tensor-transposition tensor-operations einstein-summation index-notation
Language:Julia 326
thinking-in-tensors-writing-in-pytorch
stared / thinking-in-tensors-writing-in-pytorch
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
deep-learning pytorch pytorch-tutorial tensor
Language:Jupyter Notebook 314