GitHub topics: tensors

Repositories

kpeeters/cadabra2

A field-theory motivated approach to computer algebra.

Language: C++ - Size: 158 MB - Last synced at: about 1 hour ago - Pushed at: about 2 hours ago - Stars: 240 - Forks: 41

HamletTanyavong/Mathematics.NET

Mathematics.NET is a C# class library that provides tools for solving advanced mathematical problems.

Language: C# - Size: 3.09 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 10 - Forks: 0

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.

Language: TypeScript - Size: 79 MB - Last synced at: 3 days ago - Pushed at: 12 days ago - Stars: 4,898 - Forks: 214

finch-tensor/Finch.jl

Sparse and Structured Tensor Compiler

Language: Julia - Size: 21.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 202 - Forks: 20

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.

Language: Julia - Size: 53 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 592 - Forks: 127

Tiramisu-Compiler/tiramisu

A polyhedral compiler for expressing fast and portable data parallel algorithms

Language: C++ - Size: 349 MB - Last synced at: about 9 hours ago - Pushed at: 5 months ago - Stars: 933 - Forks: 134

aesara-devs/aesara

Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

Language: Python - Size: 79.3 MB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 1,203 - Forks: 152

sandialabs/pyttb

Python Tensor Toolbox

Language: Python - Size: 1.24 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 33 - Forks: 14

moh-a-abde/ndlinear-demo-CIFAR10

Benchmark comparison between a PyTorch CNN and Ndlinear CNN using CIFAR-10

Language: Python - Size: 0 Bytes - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

agdestein/Turbulox.jl

Turbulence in a box

Language: Julia - Size: 778 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

helmholtz-analytics/heat

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

Language: Python - Size: 20.9 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 219 - Forks: 53

jcmgray/quimb

A python library for quantum information and many-body calculations including tensor networks.

Language: Python - Size: 39.1 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 536 - Forks: 117

prabhuomkar/pytorch-cpp

C++ Implementation of PyTorch Tutorials for Everyone

Language: C++ - Size: 501 KB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 2,034 - Forks: 267

xtensor-stack/xtensor

C++ tensors with broadcasting and lazy computing

Language: C++ - Size: 11.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 3,494 - Forks: 407

sozelfist/tensorstore Fork of google/tensorstore

Library for reading and writing large multi-dimensional arrays.

Language: C++ - Size: 17.7 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

patrick-kidger/torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

Language: Python - Size: 103 KB - Last synced at: 12 days ago - Pushed at: 9 months ago - Stars: 1,425 - Forks: 34

Einsums/Einsums

Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.

Language: C++ - Size: 31.7 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 55 - Forks: 9

aardvark-platform/aardvark.base

Aardvark.Base is the foundation of the open-source Aardvark Platform for visual computing, real-time graphics, and visualization.

Language: C# - Size: 51.3 MB - Last synced at: 9 days ago - Pushed at: 11 days ago - Stars: 154 - Forks: 9

rballester/tntorch

Tensor Network Learning with PyTorch

Language: Python - Size: 2.16 MB - Last synced at: 1 day ago - Pushed at: 11 months ago - Stars: 295 - Forks: 42

meyer-lab/parafac2

A scalable implementation of PARAFAC2 with line search.

Language: Python - Size: 63.5 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 1

bloomberg/scatteract

Project which implements extraction of data from scatter plots

Language: Jupyter Notebook - Size: 82.6 MB - Last synced at: 14 days ago - Pushed at: almost 6 years ago - Stars: 214 - Forks: 37

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

Language: Python - Size: 45.5 MB - Last synced at: 9 days ago - Pushed at: 19 days ago - Stars: 17 - Forks: 5

meyer-lab/RISE

PARAFAC2 for modeling multi-sample single-cell RNAseq.

Language: Jupyter Notebook - Size: 226 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 2 - Forks: 0

ROCm/Tensile

Stretching GPU performance for GEMMs and tensor contractions.

Language: Python - Size: 95 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 234 - Forks: 158

foo123/Abacus

Advanced Combinatorics and Algebraic Number Theory Symbolic Computation library for JavaScript, Python

Language: JavaScript - Size: 5.12 MB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 22 - Forks: 5

jaffarkeikei/HackBio

This repository contains a comprehensive toolkit for analyzing single-cell perturbation data from the NeurIPS 2023 Competition. The project focuses on understanding how different drugs (small molecules) affect various cell types at the gene expression level.

Language: Python - Size: 1.37 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

andrewssobral/mctc4bmi

Matrix and Tensor Completion for Background Model Initialization

Language: MATLAB - Size: 67.3 MB - Last synced at: 9 days ago - Pushed at: about 4 years ago - Stars: 110 - Forks: 45

variPEPS/variPEPS_Python

variPEPS -- Versatile tensor network library for variational ground state simulations in two spatial dimensions

Language: Python - Size: 2.41 MB - Last synced at: 10 days ago - Pushed at: 29 days ago - Stars: 12 - Forks: 0

enricozanardo/nabla

Nabla-ML is a Rust library inspired by NumPy, providing a multi-dimensional array implementation with various mathematical and array manipulation functionalities.

Language: Rust - Size: 19.1 MB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0

crystal-data/num.cr

Scientific computing in pure Crystal

Language: Crystal - Size: 5.27 MB - Last synced at: 19 days ago - Pushed at: 10 months ago - Stars: 156 - Forks: 12

bshoshany/OGRe

An object-oriented general relativity package for Mathematica.

Language: Mathematica - Size: 4.12 MB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 126 - Forks: 21

maliknaik16/machine-learning

ML journey to explore concepts and framework through code and math. It serves as a personal log of my learning experiences, revisiting foundational topics, and delving into new areas within the field.

Language: Jupyter Notebook - Size: 3.78 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

chakravala/DirectSum.jl

Tangent bundle, vector space and Submanifold definition

Language: Julia - Size: 219 KB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 50 - Forks: 4

andrewssobral/tensor_toolbox

MATLAB Tensor Toolbox (by Tamara Kolda)

Language: Matlab - Size: 300 KB - Last synced at: 9 days ago - Pushed at: about 8 years ago - Stars: 40 - Forks: 21

oseledets/ttpy

Python implementation of the TT-Toolbox

Language: Python - Size: 721 KB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 246 - Forks: 69

Trentonom0r3/CeLux

CeLux: High-performance video processing for Python, powered by FFmpeg and PyTorch. Ultra-fast video decoding directly to tensors with CPU and CUDA support.

Language: C++ - Size: 194 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 11 - Forks: 1

KD5VMF/CHAT-GPT4-Benchmark23

Benchmark. Matrix Multiplication using CPU, Cuda and Tensors.

Language: Python - Size: 36.1 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

joelburget/einsum-in-depth

Interactive Einsum Tutorial

Language: OCaml - Size: 1.52 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 1

GlazeDonuts/Tensor-Norms

Code for algorithms and experiments on the multipartite entanglement of random tensors.

Language: Python - Size: 51.8 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

april-tools/aaai25-tf-pc-tutorial

Materials for the AAAI'25 tutorial "From Tensor Factorizations to Circuits (and Back)"

Language: SCSS - Size: 219 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

BobMcDear/rusten

A minimal, didactic implementation of tensors in Rust.

Language: Rust - Size: 14.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

shettysach/veNum

Vectorized N-dimensional numerical arrays. Tensor / NdArray library. Implements matrix multiplications and convolutions / cross-correlations.

Language: Rust - Size: 705 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

epistoteles/TensorHue

TensorHue is a Python library that allows you to visualize tensors right in your console, making understanding and debugging tensor contents easier.

Language: Python - Size: 701 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 115 - Forks: 2

kanishkasah20/DL-using-PyTorch

Practical Deep learning using PyTorch

Language: Jupyter Notebook - Size: 30.3 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

lanl/pyCP_APR

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

Language: Python - Size: 5.89 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 7

intsystems/tssa_method

Исследуется тензорный метод декомпозиции и предсказания временных рядов tSSA

Language: Jupyter Notebook - Size: 713 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

SravanTummalapalli/Machine_Learning_Cheat_notes

Machine Learning Cheat Notes

Language: Jupyter Notebook - Size: 9.09 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

RikVoorhaar/tt-sketch

Sketching algorithms for Tensor Train decompositions

Language: Python - Size: 1.6 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

joshuabmoore/MPSTime.jl

A Julia package for Matrix-Product State (MPS)-based time-series analysis.

Language: Julia - Size: 1.34 GB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 13 - Forks: 1

maheera421/Dog-Breed-Prediction-Model

Multi-class image classification, where the goal is to predict different breeds of dogs using deep learning.

Language: Jupyter Notebook - Size: 5.64 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

lucienfrancois/RothTensorCodes

Repository containing complementary material for the study of generalized tensor codes.

Language: M - Size: 140 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

noramoor2007/aichatbot

Learn how to build a simple AI chatbot using Hugging Face transformers library

Language: Python - Size: 723 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kubetrail/tfutil

lib: Generics based Go (Golang) interface to TensorFlow tensors

Language: Go - Size: 136 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

shuffledandsorted/rct

RCT is a framework for self aware programs

Language: Python - Size: 863 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

rsashka/newlang

A programming language with a simple no-keyword syntax for computing tensors and rational numbers with unlimited precision (NOTE: NewLang is experimental; see README)

Language: C++ - Size: 13.7 MB - Last synced at: 8 days ago - Pushed at: 13 days ago - Stars: 21 - Forks: 3

garrettkinman/tinytensor

A lightweight, dependency-free tensor library that uses zero dynamic memory allocation. Intended for microcontrollers.

Language: Nim - Size: 32.2 KB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

matin-ghorbani/PyTorch-Tensors-Operations

PyTorch Tensors Operations

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: 30 days ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

krishshhah/Wheat-Seeds-Neural-Network

This project uses PyTorch to create a deep-learning neural network for classifying seeds based on features like area, perimeter and kernel dimensions. The dataset is processed with pandas, and the model is trained using cross-entropy loss and the Adam optimiser. It evaluates performance on a test set and allows predictions for new seed measurements

Language: Jupyter Notebook - Size: 414 KB - Last synced at: 14 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

zvanjak/MML

MML - Minimal Math Library

Language: C++ - Size: 7.89 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

dsharlet/array

C++ multidimensional arrays in the spirit of the STL

Language: C++ - Size: 9.59 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 199 - Forks: 15

tensorly/viz

Easy visualization and evaluation of matrix and tensor factorization models

Language: Python - Size: 135 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 4

asc-community/GenericTensor

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

Language: C# - Size: 801 KB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 51 - Forks: 5

fbosio/elasticas

Estimation of elastic waves velocities in anisotropic solids

Language: JavaScript - Size: 600 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ImanNoferesti/TensorFlow_DeepDive

This repository is a testament to my growth and understanding of deep learning. It highlights foundational skills in TensorFlow, demonstrates hands-on applications like car price prediction, and culminates in an advanced medical imaging project for malaria diagnosis.

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: 17 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

andrewrgarcia/voxelforge

VoxelForge is a high-performance Python package written in C++ for efficient voxel and mesh model creation.

Language: C++ - Size: 1.17 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Nectralyx/TensorKit

Language: Swift - Size: 329 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ichko/aesthetic-tensor

🎨 A simple fluent API for tensor visualization and debugging.

Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

avs-abhishek123/AugStatic

AugStatic - A Light-Weight Image Augmentation Library

Language: Python - Size: 10.4 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 4

springer13/hptt

High-Performance Tensor Transpose library

Language: C++ - Size: 818 KB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 185 - Forks: 42

SevilayMuni/BERT-SentimentAnalysis-IMDbReviews

NLP tutorial on fine-tuning the BERT model to classify IMDb reviews: mixed, positive, negative.

Language: Jupyter Notebook - Size: 808 KB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

romeric/Fastor

A lightweight high performance tensor algebra framework for modern C++

Language: C++ - Size: 3.2 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 751 - Forks: 69

electronicvisions/norse

Deep learning for spiking neural networks

Language: Python - Size: 8.83 MB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 66 - Forks: 10

HamletTanyavong/Physics.NET

Physics.NET is a C# class libary that provides tools for solving physics problems.

Language: C# - Size: 6.99 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

ewanwm/nuTens

Tensor based neutrino oscillation probability calculator

Language: C++ - Size: 848 KB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Okerew/okrolearn

A machine learning library created in python by Okerew

Language: Python - Size: 513 KB - Last synced at: 14 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

chainyo/tensorshare

🤝 Trade any tensors over the network

Language: Python - Size: 641 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 0

bennyschmidt/v-staq

Vector states & queries.

Language: JavaScript - Size: 1.01 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Rust-Scientific-Computing/feotensor

Tensor library for scientific computing in Rust

Language: Rust - Size: 107 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

navkar/TensorFlow

machine learning algos

Size: 89.8 KB - Last synced at: 9 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

manishshettym/tart

tart: tensor abstracted relations and topologies

Language: Python - Size: 1.42 MB - Last synced at: 16 days ago - Pushed at: 10 months ago - Stars: 11 - Forks: 0

meyer-lab/analytic-Pf2

Attempting analytical PARAFAC solving for more accurate PARAFAC2 fitting.

Size: 107 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

wvhulle/map

Reactive data structures such as sets, maps and graphs

Language: TypeScript - Size: 50.8 KB - Last synced at: 16 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

IsmaelMousa/playing-with-torch

Practice using PyTorch include data preprocessing, linear algebra, optimization, neural networks, CNNs, and more to cover ML and DL basics

Language: Jupyter Notebook - Size: 260 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

ashwin6-dev/neural-network-library

Neural Network library made with numpy

Language: Python - Size: 18.6 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

am1tyadav/ctensor

A (toy) tensor library in C

Language: C - Size: 74.2 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

DTaufer/SchemesEvincedByGADs

Programs and examples of computations of schemes evinced by generalized additive decompositions (GADs)

Language: MATLAB - Size: 51.8 KB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

andrewssobral/TT-Toolbox Fork of oseledets/TT-Toolbox

TT-Toolbox (by Oseledets et al.)

Language: Matlab - Size: 64.3 MB - Last synced at: 11 months ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 3

cr-eative-dev/PyTorch-Exploration

Understanding PyTorch & Tensors

Language: Python - Size: 1.95 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

NajiAboo/pytorch-tutorials

PyTorch is a popular open-source machine learning library that provides tools for building and training neural networks. One of the key features of PyTorch is its ability to automatically compute gradients for tensor operations, which is essential for efficient training of neural networks.

Language: Jupyter Notebook - Size: 5.86 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0