tensors

There are 5 repositories under tensors topic.

danfojs
javascriptdata / danfojs
Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
data-analytics data-science pandas data-manipulation tensors dataframe javascript data-analysis danfojs stream-data stream-processing tensorflow table plotting-charts
Language:TypeScript 4994
xtensor-stack / xtensor
C++ tensors with broadcasting and lazy computing
c-plus-plus-14 numpy multidimensional-arrays tensors
Language:C++ 3604
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++ 2080
patrick-kidger / torchtyping
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
tensors named-tensors shape pytorch typing python-typing
Language:Python 1443
aesara
aesara-devs / aesara
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
symbolic-computation tensors theano automatic-differentiation transpiler aesara term-rewriting-system optimizing-compiler optimizing-compilers
Language:Python 1216
Tiramisu-Compiler / tiramisu
A polyhedral compiler for expressing fast and portable data parallel algorithms
compiler library optimization linear-algebra tensors deep-neural-networks machine-learning code-generation tensor-algebra
Language:C++ 932
romeric / Fastor
A lightweight high performance tensor algebra framework for modern C++
tensors tensor-contraction multidimensional-arrays simd hpc small-blas fpga
Language:C++ 803
ITensor / ITensors.jl
A Julia library for efficient tensor computations and tensor network calculations. ITensors.jl is supported by the Simons Foundation's Flatiron Institute.
tensors tensor-decomposition tensor-networks dmrg matrix-product-states physics tensor-train peps
Language:Julia 588
quimb
jcmgray / quimb
A python library for quantum information and many-body calculations including tensor networks.
python python3 physics quantum tensor-networks tensors entanglement quantum-computing dmrg tebd mera peps quantum-circuit quantum-circuit-simulator tensor-network
Language:Python 586
ITensor / ITensor
A C++ library for efficient tensor network calculations
tensors physics chemistry tensor-decomposition
Language:C++ 379
rballester / tntorch
Tensor Network Learning with PyTorch
tensors pytorch learning tensor-networks tucker-decomposition tensor-train cp-decomposition tensor-decomposition data-science
Language:Python 295
kpeeters / cadabra2
A field-theory motivated approach to computer algebra.
cadabra2 computer-algebra computer-algebra-system cplusplus mathematics physics python3 science-research symbolic-manipulation sympy tensor-algebra tensors
Language:C++ 255
ROCm / Tensile
[DEPRECATED] Moved to ROCm/rocm-libraries repo
gemm blas dnn neural-networks machine-learning tensors python opencl hip radeon auto-tuning amd gpu-computing gpu-acceleration gpu matrix-multiplication tensor-contraction assembly
Language:Python 246
oseledets / ttpy
Python implementation of the TT-Toolbox
tensors tt-format
Language:Python 245
heat
helmholtz-analytics / heat
Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python
gpu tensors distributed machine-learning mpi numpy python pytorch array-api data-analytics data-processing data-science hpc massive-datasets mpi4py multi-gpu multi-node-cluster parallelism
Language:Python 223
bloomberg / scatteract
Project which implements extraction of data from scatter plots
python tensorflow tensors
Language:Jupyter Notebook 214
springer13 / hptt
High-Performance Tensor Transpose library
tensor tensors transposition tensor-transposition multidimensional-arrays high-performance-computing
Language:C++ 203
dsharlet / array
C++ multidimensional arrays in the spirit of the STL
multidimensional-arrays tensors performance stl-containers template-metaprogramming header-only cpp cpp14
Language:C++ 202
finch-tensor / Finch.jl
Sparse and Structured Tensor Compiler
arrays dsl julia tensors sparse compiler graphs linear-algebra finch looplets
Language:Julia 202
crystal-data / num.cr
Scientific computing in pure Crystal
crystal linear-algebra machine-learning autograd tensors gpu-accelerated-routines
Language:Crystal 156
aardvark-platform / aardvark.base
Aardvark.Base is the foundation of the open-source Aardvark Platform for visual computing, real-time graphics, and visualization.
math aardvark aardvark-platform geometry graphics attribute-grammars linear-algebra tensors matrices incremental-evaluation datastructures persistent-data-structure functional-programming fsharp
Language:C# 154
nikitaprasad21 / ML-Cheat-Codes
Machine Learning Cheatsheet 2024
adaboost-algorithm decision-trees ensemble-machine-learning linear-regression logistic-regression python random-forest tensors xgboost
Language:Jupyter Notebook 136
bshoshany / OGRe
An object-oriented general relativity package for Mathematica.
tensor tensors general-relativity differential-geometry scientific-computing
Language:Mathematica 126
jobergum / dense-vector-ranking-performance
Performance evaluation of nearest neighbor search using Vespa, Elasticsearch and Open Distro for Elasticsearch K-NN
vespa-engine elasticsearch tensors nearest-neighbors
Language:Python 117
epistoteles / TensorHue
TensorHue is a Python library that allows you to visualize tensors right in your console, making understanding and debugging tensor contents easier.
arrays jax numpy pytorch tensorflow tensors visualization
Language:Python 114
andrewssobral / mctc4bmi
Matrix and Tensor Completion for Background Model Initialization
matlab matrix-completion tensor-completion matrix tensors background-modeling
Language:MATLAB 112
electronicvisions / norse
Deep learning for spiking neural networks
spiking-neural-networks pytorch neuromorphic-computing deep-learning tensors python machine-learning
Language:Python 69
Einsums / Einsums
Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.
einsum cpp tensor dense-matrices linear-algebra matrix matrix-computations matrix-library cp-decomposition tensor-decomposition tucker-decomposition tensor-contraction scientific-computing tensors cpp20
Language:C++ 62
asc-community / GenericTensor
The only library allowing to create Tensors (matrices extension) with custom types
tensor tensors matrix matrix-multiplication performance generic custom-type vector
Language:C# 51
chakravala / DirectSum.jl
Tangent bundle, vector space and Submanifold definition
type-system abstract-algebra linear-algebra category-theory manifold manifolds tensor-algebra math tensors compositionality functor applied-category-theory
Language:Julia 50
achirkin / easytensor
Many-dimensional type-safe numeric ops
dimensions tensors linear-algebra haskell vectors matrices
Language:Haskell 46
andrewssobral / tensor_toolbox
MATLAB Tensor Toolbox (by Tamara Kolda)
tensors tensor-decomposition tensor-factorization matlab matlab-toolbox
Language:MATLAB 40
sandialabs / pyttb
Python Tensor Toolbox
cp-decomposition data-science python snl-data-analysis tensors tucker-decomposition scr-2671
Language:Python 31
chainyo / tensorshare
🤝 Trade any tensors over the network
machine-learning network tensors fastapi jax numpy paddlepaddle pydantic pytorch safetensors tensorflow artificial-intelligence deep-learning
Language:Python 30
KerfuffleV2 / repugnant-pickle
Low effort scraping Python's pickle format in Rust. It is to complete pickle parsing as BeautifulSoup was to complete HTML parsing.
deserialization machine-learning pickle pytorch rust tensors torch pypickle
Language:Rust 25
Abacus
foo123 / Abacus
Combinatorics and Algebraic Number Theory Symbolic Computation Library for JavaScript, Python
combinatorics permutations combinations partitions tensors derangement involution magic-square primes diophantine-solver factorization primality-test smith-normal-form greatest-common-divisor polynomials matrices extended-euclidean-algorithm groebner-basis algebraic-number-theory symbolic-computation
Language:JavaScript 23