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pytorch / pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

neural-network autograd gpu numpy deep-learning tensor python

C++ Updated Apr 2, 2019 6 issues need help

chenyuntc / pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch pytorch-tutorials pytorch-tutorials-cn deep-learning neural-style charrnn gan caption neuraltalk image-classification visdom tensorboard nn tensor autograd jupyter-notebook

Jupyter Notebook Updated Mar 26, 2019 1 issue needs help

dmlc / tvm

3.1k

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

Python Updated Apr 2, 2019

guoguibing / librec

2.2k

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

Java Updated Mar 19, 2019 7 issues need help

mars-project / mars

1.4k

Mars is a tensor-based unified framework for large-scale data computation.

python numpy tensor

Python Updated Apr 2, 2019 1 issue needs help

danielhanchen / hyperlearn

1k

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, …

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

Jupyter Notebook Updated Mar 28, 2019 2 issues need help

tensorly / tensorly

682

TensorLy: Tensor Learning in Python.

machine-learning tensor decomposition tensor-algebra tensorly tensor-learning python tensor-regressions tensor-methods

Python Updated Mar 31, 2019

egison / egison

615

Egison is a purely functional programming language with non-linear pattern-matching against non-free data types. We c…

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

Haskell Updated Mar 27, 2019

tensor-compiler / taco

569

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

C++ Updated Mar 26, 2019

arogozhnikov / einops

538

Deep learning operations reinvented (supports tf, pytorch, chainer, gluon and others)

deep-learning pytorch tensorflow numpy gluon cupy chainer keras tensor

Python Updated Jan 18, 2019 1 issue needs help

zdevito / ATen

455

ATen: A TENsor library for C++11

tensor torch7 pytorch

C++ Updated Apr 2, 2019

andrewssobral / lrslibrary

442

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

MATLAB Updated Apr 8, 2018

mratsim / Arraymancer

404

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via…

Nim Updated Mar 4, 2019 3 issues need help

dmlc / dlpack

214

RFC for common in-memory tensor structure and operator interface for deep learning system

tensor operator deep-learning

C Updated Mar 29, 2019

ctongfei / nexus

194

Experimental typesafe tensors / deep learning / probabilistic programming in Scala

deep-learning scala typesafe tensor

Scala Updated Mar 21, 2019

LaurentMazare / ocaml-torch

161

OCaml bindings for PyTorch

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

OCaml Updated Mar 31, 2019

ThoughtWorksInc / Compute.scala

155

Scientific computing with N-dimensional arrays

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

Scala Updated Jun 8, 2018 1 issue needs help

dgasmith / opt_einsum

147

⚡️Optimizing NumPy's einsum function with order optimization and GPU support.

python tensor contraction gpu-acceleration performance

Python Updated Mar 1, 2019

QuantStack / xtensor-python

144

Python bindings for xtensor

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

C++ Updated Mar 29, 2019

louishenrifranc / Tensorflow-Cheatsheet

125

My personal reference for Tensorflow

tensor neural-network tensorflow tutorial cheatsheet

Updated Aug 9, 2017

blitzpp / blitz

122

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

C++ Updated Mar 20, 2019

springer13 / hptt

115

High-Performance Tensor Transpose library

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

C++ Updated Mar 26, 2019

gorgonia / tensor

87

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

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

Go Updated Feb 24, 2019 4 issues need help

DeepMLNet / DeepNet

80

Deep.Net machine learning framework for F#

deep-learning symbolic-computation symbolic-execution-engine differentiation fsharp dotnet machine-learning cuda gpu-acceleration gpu gpu-computing ndarray tensor

F# Updated Apr 2, 2019

lantiga / pytorch2c

79

A Python module for compiling PyTorch graphs to C

pytorch graph python tensor compiled-graphs deep-learning

Python Updated Feb 2, 2018

zylo117 / tensorflow-gpu-macosx

73

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

tensor gpu mac osx python tensorflow-gpu-macosx dist

C++ Updated Jan 25, 2019 2 issues need help

fibo / algebra

68

means completeness and balancing, from the Arabic word الجبر

algebra tensor vector matrix

JavaScript Updated Jan 6, 2019

cascala / galileo

55

Scala Math - Numerical (Matlab-like) and Symbolic (Mathematica-like) tool

calculus parser-combinators matrix-factorization matrix-decompositions matrix-calculations tensor geometry einstein riemann

Scala Updated Nov 14, 2018 5 issues need help

KristofferC / Tensors.jl

46

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

finite-elements cfd tensor symmetric-tensors automatic-differentiation

Julia Updated Mar 28, 2019

numforge / laser

45

The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities…

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

Nim Updated Mar 23, 2019

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