102 results found Sort:

pytorch
pytorch pytorch
23.0k
85.5k
other
1.8k
Tensors and Dynamic neural networks in Python with strong GPU acceleration
gpu numpy python tensor autograd deep-learning neural-network machine-learning
Created 2016-08-13
82,834 commits to main branch, last one 6 hours ago
chenyuntc
pytorch-book chenyuntc
3.8k
12.2k
mit
281
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》)
nn gan tensor visdom caption charrnn pytorch autograd neuraltalk tensorboard neural-style deep-learning jupyter-notebook pytorch-tutorials image-classification pytorch-tutorials-cn
Created 2017-05-24
77 commits to master branch, last one 2 years ago
apache
tvm apache
3.5k
11.9k
apache-2.0
379
Open deep learning compiler stack for cpu, gpu and specialized accelerators
gpu tvm rocm metal spirv opencl tensor vulkan compiler javascript performance deep-learning machine-learning
Created 2016-10-12
12,753 commits to main branch, last one 20 days ago
cupy
cupy cupy
867
9.7k
mit
128
NumPy & SciPy for GPU
gpu cuda cupy nccl nvtx rocm cudnn numpy nvrtc scipy cublas curand python tensor cusolver cusparse cutensor cusparselt
Created 2016-11-01
29,407 commits to main branch, last one a day ago
tracel-ai
burn tracel-ai
466
9.3k
apache-2.0
68
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
llm onnx rust wasm tensor webgpu ndarray pytorch autodiff autotune concurrency deep-learning kernel-fusion cross-platform neural-network high-performance machine-learning scientific-computing
Created 2022-07-18
1,586 commits to main branch, last one a day ago
arogozhnikov
einops arogozhnikov
356
8.6k
mit
69
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
jax cupy keras numpy einops tensor chainer pytorch tensorflow deep-learning
Created 2018-09-22
701 commits to main branch, last one 19 days ago
MegEngine
MegEngine MegEngine
542
4.8k
apache-2.0
137
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
gpu numpy python tensor autograd megengine deep-learning machine-learning
Created 2020-03-18
3,305 commits to master branch, last one 2 months ago
guoguibing
librec guoguibing
1.0k
3.2k
other
234
LibRec: A Leading Java Library for Recommender Systems, see
java matrix sparse tensor systems filtering recommender collaborative factorization recommender-systems matrix-factorization tensor-factorization collaborative-filtering recommendation-algorithms probabilistic-graphical-models
Created 2014-01-09
1,112 commits to 3.0.0 branch, last one 2 years ago
mars-project
mars mars-project
328
2.7k
apache-2.0
93
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
ray dask numpy joblib pandas python tensor pytorch xgboost lightgbm dataframe tensorflow statsmodels scikit-learn machine-learning
Created 2018-12-05
1,297 commits to master branch, last one about a year ago
elixir-nx
nx elixir-nx
199
2.7k
unknown
60
Multi-dimensional arrays (tensors) and numerical definitions for Elixir
gpu jit xla elixir tensor pytorch numerical
Created 2020-10-29
2,161 commits to main branch, last one 23 days ago
hosseinmoein
DataFrame hosseinmoein
317
2.6k
bsd-3-clause
70
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
ai cpp pandas polars tensor dataframe large-data statistical tensorboard data-science data-analysis machine-learning heterogeneous-data numerical-analysis trading-algorithms trading-strategies statistical-analysis financial-engineering multidimensional-data financial-data-analysis
Created 2017-10-28
2,074 commits to master branch, last one 2 days ago
merrymercy
awesome-tensor-compilers merrymercy
306
2.5k
unknown
114
A list of awesome compiler projects and papers for tensor computation and deep learning.
tensor compiler deep-learning code-generation machine-learning programming-language high-performance-computing
Created 2020-06-18
117 commits to master branch, last one 2 months ago
pytorch
executorch pytorch
412
2.4k
other
61
On-device AI across mobile, embedded and edge for PyTorch
gpu mobile tensor embedded deep-learning neural-network machine-learning
Created 2022-02-25
5,145 commits to main branch, last one 9 hours ago
tairov
llama2.mojo tairov
140
2.1k
mit
28
Inference Llama 2 in one file of pure 🔥
mojo simd llama llama2 tensor modular inference parallelize performance vectorization transformer-architecture
Created 2023-09-10
124 commits to master branch, last one 7 months ago
unslothai
hyperlearn unslothai
130
1.9k
apache-2.0
92
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
gpu python tensor pytorch research statistics statsmodels data-science econometrics optimization scikit-learn data-analysis deep-learning neural-network machine-learning regression-models
Created 2018-08-27
264 commits to master branch, last one about a month ago
coreylowman
dfdx coreylowman
101
1.8k
other
35
Deep learning in Rust, with shape checked tensors and neural networks
gpu cuda rust cudnn tensor autodiff autograd rust-lang cuda-kernels cuda-support cuda-toolkit deep-learning gpu-computing neural-network backpropagation gpu-acceleration machine-learning autodifferentiation deep-neural-networks
Created 2021-10-12
890 commits to main branch, last one 11 months ago
tensorly
tensorly tensorly
290
1.6k
other
45
TensorLy: Tensor Learning in Python.
jax cupy mxnet numpy python tensor pytorch tensorly regression tensorflow decomposition tensor-algebra tensor-methods tensor-learning machine-learning tensor-regression tensor-decomposition tensor-factorization
Created 2016-10-21
1,986 commits to main branch, last one 12 days ago
mratsim
Arraymancer mratsim
95
1.3k
apache-2.0
39
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
iot nim cuda cudnn gpgpu opencl openmp tensor ndarray autograd deep-learning gpu-computing linear-algebra matrix-library neural-networks machine-learning parallel-computing multidimensional-arrays automatic-differentiation high-performance-computing
Created 2017-04-13
997 commits to master branch, last one about a month ago
tensor-compiler
taco tensor-compiler
189
1.3k
other
57
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
sparse tensor library code-generator linear-algebra tensor-algebra tensor-algebra-compiler
Created 2016-09-25
2,827 commits to master branch, last one 2 years ago
dmlc
dlpack dmlc
134
925
apache-2.0
48
common in-memory tensor structure
tensor operator deep-learning
Created 2017-02-24
76 commits to main branch, last one 3 months ago
egison
egison egison
32
913
mit
45
The Egison Programming Language
egison tensor hacktoberfest pattern-matching programming-language differential-geometry functional-programming computer-algebra-system
Created 2013-02-15
3,443 commits to master branch, last one 2 years ago
dgasmith
opt_einsum dgasmith
69
869
mit
21
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
einsum python tensor contraction performance gpu-acceleration tensor-contraction
Created 2014-12-12
360 commits to main branch, last one 3 months ago
OpenMined
TenSEAL OpenMined
157
862
apache-2.0
20
A library for doing homomorphic encryption operations on tensors
cpp python tensor encryption cryptography docker-image deep-learning hacktoberfest microsoft-seal homomorphic-encryption
Created 2020-01-25
258 commits to main branch, last one 3 months ago
libxsmm
libxsmm libxsmm
187
854
bsd-3-clause
51
Library for specialized dense and sparse matrix operations, and deep learning primitives.
amx avx jit sse avx2 blas simd intel avx512 matrix sparse tensor vector fortran bfloat16 transpose convolution machine-learning matrix-multiplication
Created 2014-09-23
18,204 commits to main branch, last one 5 days ago
andrewssobral
lrslibrary andrewssobral
378
844
unknown
63
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
rpca matlab matrix tensor matrix-completion subspace-learning subspace-tracking matrix-factorization tensor-decomposition
Created 2014-11-07
88 commits to master branch, last one about a year ago
OAID
AutoKernel OAID
94
781
apache-2.0
44
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。
tvm auto halide tensor pytorch tengine autosearch tensorflow optimization deep-learning reinforcement-learning
Created 2020-11-11
34 commits to main branch, last one 2 years ago
norse
norse norse
83
689
lgpl-3.0
16
Deep learning with spiking neural networks (SNNs) in PyTorch.
gpu tensor pytorch autograd neuromorphic deep-learning neural-network machine-learning pytorch-lightning spiking-neural-networks
Created 2019-11-22
401 commits to main branch, last one 13 days ago
xwying
torchshow xwying
12
648
mit
5
Visualize PyTorch tensors with a single line of code.
tensor pytorch notebook image-tensor visualization
Created 2020-12-11
93 commits to master branch, last one 14 days ago
mcabbott
Tullio.jl mcabbott
29
614
mit
10
⅀
julia einsum tensor notation automatic-differentiation
Created 2019-06-23
624 commits to master branch, last one 25 days ago
DiffSharp
DiffSharp DiffSharp
68
592
bsd-2-clause
40
DiffSharp: Differentiable Functional Programming
gpu dotnet tensor autodiff deep-learning neural-network machine-learning
Created 2014-08-28
2,131 commits to dev branch, last one about a year ago