Projects in Awesome Lists tagged with tensor

https://github.com/pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

autograd deep-learning gpu machine-learning neural-network numpy python tensor

Last synced: 21 Dec 2024

https://github.com/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

Last synced: 17 Dec 2024

https://github.com/apache/tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

compiler deep-learning gpu javascript machine-learning metal opencl performance rocm spirv tensor tvm vulkan

Last synced: 16 Dec 2024

https://github.com/cupy/cupy

NumPy & SciPy for GPU

cublas cuda cudnn cupy curand cusolver cusparse cusparselt cutensor gpu nccl numpy nvrtc nvtx python rocm scipy tensor

Last synced: 16 Dec 2024

https://github.com/tracel-ai/burn

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

autodiff autotune concurrency cross-platform deep-learning high-performance kernel-fusion llm machine-learning ndarray neural-network onnx pytorch rust scientific-computing tensor wasm webgpu

Last synced: 16 Dec 2024

https://github.com/arogozhnikov/einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

chainer cupy deep-learning einops jax keras numpy pytorch tensor tensorflow

Last synced: 16 Dec 2024

https://github.com/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

Last synced: 17 Dec 2024

https://github.com/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

Last synced: 27 Oct 2024

https://github.com/guoguibing/librec

LibRec: A Leading Java Library for Recommender Systems, see

collaborative collaborative-filtering factorization filtering java matrix matrix-factorization probabilistic-graphical-models recommendation-algorithms recommender recommender-systems sparse systems tensor tensor-factorization

Last synced: 19 Dec 2024

https://github.com/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

Last synced: 17 Dec 2024

https://github.com/elixir-nx/nx

Multi-dimensional arrays (tensors) and numerical definitions for Elixir

elixir gpu jit numerical pytorch tensor xla

Last synced: 16 Dec 2024

https://github.com/hosseinmoein/DataFrame

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

ai cpp data-analysis data-science dataframe financial-data-analysis financial-engineering heterogeneous-data large-data machine-learning multidimensional-data numerical-analysis pandas polars statistical statistical-analysis tensor tensorboard trading-algorithms trading-strategies

Last synced: 26 Oct 2024

https://github.com/pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

deep-learning embedded gpu machine-learning mobile neural-network tensor

Last synced: 21 Dec 2024

https://github.com/tairov/llama2.mojo

Inference Llama 2 in one file of pure 🔥

inference llama llama2 modular mojo parallelize performance simd tensor transformer-architecture vectorization

Last synced: 22 Dec 2024

https://github.com/unslothai/hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

data-analysis data-science deep-learning econometrics gpu machine-learning neural-network optimization python pytorch regression-models research scikit-learn statistics statsmodels tensor

Last synced: 19 Dec 2024

https://github.com/danielhanchen/hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

data-analysis data-science deep-learning econometrics gpu machine-learning neural-network optimization python pytorch regression-models research scikit-learn statistics statsmodels tensor

Last synced: 23 Nov 2024

https://github.com/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

Last synced: 17 Dec 2024

https://github.com/tensorly/tensorly

TensorLy: Tensor Learning in Python.

cupy decomposition jax machine-learning mxnet numpy python pytorch regression tensor tensor-algebra tensor-decomposition tensor-factorization tensor-learning tensor-methods tensor-regression tensorflow tensorly

Last synced: 17 Dec 2024

https://github.com/tensor-compiler/taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

code-generator library linear-algebra sparse tensor tensor-algebra tensor-algebra-compiler

Last synced: 15 Dec 2024

https://github.com/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

Last synced: 08 Nov 2024

https://github.com/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

Last synced: 21 Dec 2024

https://mratsim.github.io/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

Last synced: 14 Nov 2024

https://github.com/egison/egison

The Egison Programming Language

computer-algebra-system differential-geometry egison functional-programming hacktoberfest pattern-matching programming-language tensor

Last synced: 16 Dec 2024

https://github.com/dmlc/dlpack

common in-memory tensor structure

deep-learning operator tensor

Last synced: 15 Dec 2024

https://github.com/dgasmith/opt_einsum

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

contraction einsum gpu-acceleration performance python tensor tensor-contraction

Last synced: 18 Dec 2024

https://github.com/andrewssobral/lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

matlab matrix matrix-completion matrix-factorization rpca subspace-learning subspace-tracking tensor tensor-decomposition

Last synced: 16 Dec 2024

https://github.com/openmined/tenseal

A library for doing homomorphic encryption operations on tensors

cpp cryptography deep-learning docker-image encryption hacktoberfest homomorphic-encryption microsoft-seal python tensor

Last synced: 18 Dec 2024

https://github.com/libxsmm/libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

amx avx avx2 avx512 bfloat16 blas convolution fortran intel jit machine-learning matrix matrix-multiplication simd sparse sse tensor transpose vector

Last synced: 26 Oct 2024

https://github.com/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。

auto autosearch deep-learning halide optimization pytorch reinforcement-learning tengine tensor tensorflow tvm

Last synced: 18 Dec 2024

https://github.com/OpenMined/TenSEAL

A library for doing homomorphic encryption operations on tensors

cpp cryptography deep-learning docker-image encryption hacktoberfest homomorphic-encryption microsoft-seal python tensor

Last synced: 25 Oct 2024

https://github.com/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

Last synced: 19 Dec 2024

https://github.com/zdevito/aten

ATen: A TENsor library for C++11

pytorch tensor torch7

Last synced: 21 Dec 2024

https://github.com/xwying/torchshow

Visualize PyTorch tensors with a single line of code.

image-tensor notebook pytorch tensor visualization

Last synced: 21 Dec 2024

https://github.com/mcabbott/tullio.jl

⅀

automatic-differentiation einsum julia notation tensor

Last synced: 15 Dec 2024

https://github.com/mcabbott/Tullio.jl

⅀

automatic-differentiation einsum julia notation tensor

Last synced: 06 Nov 2024

https://github.com/DiffSharp/DiffSharp

DiffSharp: Differentiable Functional Programming

autodiff deep-learning dotnet gpu machine-learning neural-network tensor

Last synced: 09 Nov 2024

https://diffsharp.github.io/DiffSharp/

DiffSharp: Differentiable Functional Programming

autodiff deep-learning dotnet gpu machine-learning neural-network tensor

Last synced: 02 Nov 2024

https://github.com/raskr/rust-autograd

Tensors and differentiable operations (like TensorFlow) in Rust

autograd automatic-differentiation deep-learning machine-learning neural-networks rust tensor

Last synced: 11 Nov 2024

https://github.com/chakravala/grassmann.jl

⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra

algebra automatic-differentiation clifford-algebras complex-numbers computational-geometry computer-algebra differential-geometry discrete-exterior-calculus geometric-algebra geometry-processing lie-groups linear-algebra manifolds quantum-computing quaternion simplicial-complexes tensor tensor-algebra topology

Last synced: 18 Nov 2024

https://github.com/chakravala/Grassmann.jl

⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra

algebra automatic-differentiation clifford-algebras complex-numbers computational-geometry computer-algebra differential-geometry discrete-exterior-calculus geometric-algebra geometry-processing lie-groups linear-algebra manifolds quantum-computing quaternion simplicial-complexes tensor tensor-algebra topology

Last synced: 15 Nov 2024

https://github.com/jutho/tensoroperations.jl

Julia package for tensor contractions and related operations

einstein-summation index-notation tensor tensor-contraction tensor-operations tensor-permutation tensor-trace tensor-transposition

Last synced: 07 Nov 2024

https://github.com/laurentmazare/ocaml-torch

OCaml bindings for PyTorch

artificial-intelligence deep-learning gpu machine-learning neural-network ocaml pytorch tensor

Last synced: 21 Dec 2024

https://github.com/LaurentMazare/ocaml-torch

OCaml bindings for PyTorch

artificial-intelligence deep-learning gpu machine-learning neural-network ocaml pytorch tensor

Last synced: 14 Nov 2024

https://github.com/blitzpp/blitz

Blitz++ Multi-Dimensional Array Library for C++

array array-manipulations blitz cpp-library high-performance hpc multi-dimensional-array numerical-calculations numerical-computation numerics partial-evaluators scientific-computing template-metaprogramming tensor vector

Last synced: 17 Dec 2024

https://github.com/jofrfu/tinytpu

Implementation of a Tensor Processing Unit for embedded systems and the IoT.

assembly embedded-systems fpga fpga-accelerator hardware-acceleration hardware-architectures hardware-description-language hardware-designs internet-of-things iot ip-core linux tensor tensorflow tpu verilog vhdl vivado xilinx zynq

Last synced: 17 Dec 2024

https://github.com/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.

artificial-neural-networks deep-learning machine-learning tensor

Last synced: 16 Dec 2024

https://github.com/gorgonia/tensor

package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes

deep-learning golang hacktoberfest machine-learning multidimensional-arrays ndarray tensor

Last synced: 13 Dec 2024

https://github.com/xtensor-stack/xtensor-python

Python bindings for xtensor

c-plus-plus numpy-arrays python-bindings tensor

Last synced: 21 Dec 2024

https://github.com/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

Last synced: 17 Dec 2024

https://github.com/mratsim/laser

The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers

assembler blas compiler-optimization convolution deep-learning gemm high-performance-computing jit matrix-multiplication openmp parallel runtime-cpu-detection simd tensor

Last synced: 17 Dec 2024

https://github.com/apache/tvm-vta

Open, Modular, Deep Learning Accelerator

hardware machine-learning tensor tvm vta

Last synced: 15 Dec 2024

https://github.com/ctongfei/nexus

Experimental tensor-typed deep learning

deep-learning differentiable-programming neural-network probabilistic-programming scala tensor

Last synced: 18 Nov 2024

https://github.com/rubixml/tensor

A library and extension that provides objects for scientific computing in PHP.

arithmetic engineering lapack linear-algebra machine-learning math matrix matrix-decompositions matrix-factorizations matrix-multiplication multithreaded php php-extension rubix scientific-computing statistics tensor tensor-extension tensor-php vector

Last synced: 18 Dec 2024

https://github.com/opendilab/di-treetensor

Let DI-treetensor help you simplify the structure processing!（树形运算一不小心就逻辑混乱？DI-treetensor快速帮你搞定）

deep-learning numpy python pytorch reinforcement-learning tensor tree-structure

Last synced: 15 Dec 2024

https://github.com/thoughtworksinc/compute.scala

Scientific computing with N-dimensional arrays

gpu high-performance ndimensional-arrays opencl scala scientific-computing tensor

Last synced: 15 Dec 2024

https://github.com/bilal2vec/L2

l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust

ai broadcasting machine-learning rust tensor

Last synced: 22 Nov 2024

https://github.com/zhongkaifu/seq2seqsharp

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

attention-model cuda deep-learning encoder-decoder gpu image lstm machine-translation neural-network seq2seq sequence-to-sequence tensor text transformer transformer-architecture transformer-encoder translation vision-transformer

Last synced: 21 Dec 2024

https://github.com/jcmgray/cotengra

Hyper optimized contraction trees for large tensor networks and einsums

contraction-order einsum opt-einsum quimb tensor tensor-contraction tensor-network tensor-networks

Last synced: 21 Dec 2024

https://github.com/springer13/hptt

High-Performance Tensor Transpose library

high-performance-computing multidimensional-arrays tensor tensor-transposition tensors transposition

Last synced: 20 Nov 2024

https://github.com/ferrite-fem/tensors.jl

Efficient computations with symmetric and non-symmetric tensors with support for automatic differentiation.

automatic-differentiation cfd finite-elements symmetric-tensors tensor

Last synced: 15 Nov 2024

https://github.com/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

Last synced: 21 Nov 2024

https://github.com/louishenrifranc/tensorflow-cheatsheet

My personal reference for Tensorflow

cheatsheet neural-network tensor tensorflow tutorial

Last synced: 01 Nov 2024

https://github.com/vlang/vtl

The V Tensor Library

autograd deep-learning hacktoberfest linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks tensor v

Last synced: 15 Nov 2024

https://github.com/jcmgray/autoray

Abstract your array operations.

array dask deep-learning jax lazy machine-learning numpy python pytorch tensor tensorflow

Last synced: 21 Dec 2024

https://github.com/mcabbott/tensorcast.jl

It slices, it dices, it splices!

broadcasting einsum julia macros notation slice tensor

Last synced: 18 Dec 2024

https://github.com/roastduck/FreeTensor

A language and compiler for irregular tensor programs.

ast automatic-differentiation code-generation cuda gpu jit openmp tensor

Last synced: 07 Nov 2024

https://github.com/seung-lab/cloud-volume

Read and write Neuroglancer datasets programmatically.

big-data biomedical-image-processing chunked-image cloud connectomics electron-microscopy gcs large-image matrix mesh microscopy microscopy-images neuroglancer numpy python s3 serverless skeletons tensor volumetric-data

Last synced: 21 Dec 2024

https://github.com/can-lehmann/exprgrad

An experimental deep learning framework for Nim based on a differentiable array programming language

autodiff automatic-differentiation compiler deep-learning dsl gradient llvm machine-learning ml neural-network nim opencl tensor

Last synced: 01 Nov 2024

https://github.com/boostorg/ublas

Boost.uBlas

boost linear-algebra matrix tensor ublas vector

Last synced: 20 Dec 2024

https://github.com/gagolews/deepr

Deep R Programming (Open-Access Textbook)

cran data-frame data-science evaluation functional-programming graphics matrix-calculations numerical-methods numerical-simulations r scientific-computing scientific-visualization statistics statistics-for-data-science statistics-for-engineering tensor vector vectorization

Last synced: 17 Dec 2024

https://github.com/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

autograd automatic-differentiation convolutional-neural-networks deep-learning deep-neural-networks derivatives gradient-descent machine-learning neural-networks optimizers recurrent-networks recurrent-neural-networks swift swift-machine-learning tensor

Last synced: 09 Dec 2024

https://github.com/zylo117/tensorflow-gpu-macosx

Unoffcial NVIDIA CUDA GPU support version of Google Tensorflow for MAC OSX

dist gpu mac osx python tensor tensorflow-gpu-macosx

Last synced: 21 Dec 2024

https://github.com/bshoshany/ogre

An object-oriented general relativity package for Mathematica.

differential-geometry general-relativity scientific-computing tensor tensors

Last synced: 12 Nov 2024

https://github.com/adtzlr/ttb

Tensor Toolbox for Modern Fortran

abaqus ansys fem finite-element-analysis fortran hypela2 hyperelasticity ls-dyna marc tensor tensor-toolbox toolbox umat

Last synced: 12 Nov 2024

https://github.com/jkoutsikakis/pytorch-wrapper

Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.

data-science deep-learning machine-learning neural-network python pytorch pytorch-wrapper tensor

Last synced: 27 Nov 2024

https://github.com/redisai/redisai-py

Python client for RedisAI

onnx python-client redisai tensor torch

Last synced: 17 Dec 2024

https://github.com/lantiga/pytorch2c

A Python module for compiling PyTorch graphs to C

compiled-graphs deep-learning graph python pytorch tensor

Last synced: 22 Oct 2024

https://github.com/etaler/Etaler

A flexable HTM (Hierarchical Temporal Memory) framework with full GPU support.

gpu-computing hierarchical-temporal-memory machine-intelligence machine-learning opencl tensor

Last synced: 20 Nov 2024

https://github.com/RedisAI/redisai-py

Python client for RedisAI

onnx python-client redisai tensor torch

Last synced: 30 Oct 2024

https://github.com/andrewssobral/mtt

MATLAB Tensor Tools

matlab matlab-tensor tensor

Last synced: 07 Nov 2024

https://github.com/tensorly/torch

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

deep-learning deep-neural-networks deep-tensor-learning factorized-cnns factorized-convolution factorized-networks pytorch tensor tensor-contraction tensor-convolution-networks tensor-learning tensor-networks tensor-regression tensor-regression-layers tensorized-networks

Last synced: 16 Dec 2024

https://github.com/ShadenSmith/splatt

The Surprisingly ParalleL spArse Tensor Toolkit.

cpd machine-learning mpi openmp parallel tensor

Last synced: 19 Nov 2024

https://github.com/shadensmith/splatt

The Surprisingly ParalleL spArse Tensor Toolkit.

cpd machine-learning mpi openmp parallel tensor

Last synced: 05 Nov 2024

https://github.com/petronetto/pytorch-alpine

A very small PyTorch container in Alpine Linux

alpine alpine-linux artificial-intelligence containers deep-learning deep-neural-networks deeplearning docker machine-learning neural-networks python python3 pytorch tensor torch

Last synced: 09 Nov 2024

https://github.com/numeric-rust/numeric

N-dimensional matrix class for Rust

linear-algebra linear-solvers matrix matrix-multiplication rust tensor

Last synced: 19 Dec 2024

https://github.com/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

Last synced: 20 Nov 2024

https://github.com/puzzlelib/puzzlelib

Deep Learning framework with NVIDIA & AMD support

data-science deep-learning deep-neural-networks gpu library machine-learning ml neural-network numpy python tensor

Last synced: 11 Oct 2024

https://github.com/yhtang/funfact

Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.

automatic-differentiation factorization linear-algebra machine-learning numpy python scientific-computing tensor

Last synced: 01 Nov 2024

https://github.com/Quantum-Flytrap/quantum-tensors

Quantum Tensors - NPM package for sparse matrix operations for quantum information and computing

complex-numbers matrix quantum-computing quantum-game quantum-information quantum-mechanics quantum-tensors tensor typescript vector

Last synced: 17 Nov 2024

https://github.com/asc-community/generictensor

The only library allowing to create Tensors (matrices extension) with custom types

custom-type generic matrix matrix-multiplication performance tensor tensors vector

Last synced: 07 Nov 2024

https://github.com/octachron/tensority

Strongly typed multidimensional array library for OCaml

gadt multidimensional-arrays ppx tensor

Last synced: 12 Nov 2024

https://github.com/SciScala/NDScala

N-dimensional / multi-dimensional arrays (tensors) in Scala 3. Think NumPy ndarray / PyTorch Tensor but type-safe over shapes, array/axis labels & numeric data types

array-programming dotty machine-learning matrix multi-dimensional-array n-dimensional-array named-tensor ndarray neural-networks numerical-computing numpy scala scala-3 scala3 shape-safety tensor