Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "sparsity" keyword

lpot 1.5.1
Repository of Intel® Low Precision Optimization Tool
11 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 62 downloads last month - 1,963 stars on GitHub - 2 maintainers
Top 8.1% on pypi.org
sparseml-nightly 1.8.0.20240509
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...
153 versions - Latest release: about 17 hours ago - 1 dependent package - 1 dependent repositories - 1.07 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
nm-magic-wand 0.2.1
SparseLinear layers
2 versions - Latest release: about 1 month ago - 282 downloads last month - 2 maintainers
neural-compressor-full 2.1.1
Repository of Intel® Neural Compressor
9 versions - Latest release: almost 1 year ago - 112 downloads last month - 1,974 stars on GitHub - 1 maintainer
neural-compressor-3x-pt 2.5.1
Repository of Intel® Neural Compressor
4 versions - Latest release: about 1 month ago - 69 downloads last month - 1,974 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
neural-compressor 2.5.1
Repository of Intel® Neural Compressor
29 versions - Latest release: about 1 month ago - 14 dependent packages - 281 dependent repositories - 29.3 thousand downloads last month - 1,974 stars on GitHub - 1 maintainer
neural-compressor-3x-tf 2.5.1
Repository of Intel® Neural Compressor
4 versions - Latest release: about 1 month ago - 61 downloads last month - 1,974 stars on GitHub - 2 maintainers
neural-compressor-3x-ort 2.5.1
Repository of Intel® Neural Compressor
2 versions - Latest release: about 1 month ago - 36 downloads last month - 1,974 stars on GitHub - 2 maintainers
neural-insights 2.4
Repository of Intel® Neural Compressor
4 versions - Latest release: 5 months ago - 38 downloads last month - 1,971 stars on GitHub - 2 maintainers
neural-solution 2.4
Repository of Intel® Neural Compressor
4 versions - Latest release: 5 months ago - 46 downloads last month - 1,683 stars on GitHub - 1 maintainer
Top 8.9% on pypi.org
tf-model-optimization-nightly 0.8.0.dev2024021403
A suite of tools that users, both novice and advanced can use to optimize machine learning models...
341 versions - Latest release: 3 months ago - 1 dependent repositories - 1.82 thousand downloads last month - 1,470 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
tensorflow-model-optimization 0.8.0
A suite of tools that users, both novice and advanced can use to optimize machine learning models...
31 versions - Latest release: 3 months ago - 12 dependent packages - 882 dependent repositories - 797 thousand downloads last month - 1,470 stars on GitHub - 1 maintainer
veloce 0.0.1rc2
Veloce: An instant distributed computing library based on Ray stack
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 13 downloads last month - 18 stars on GitHub - 2 maintainers
Top 4.6% on pypi.org
sparsezoo 1.7.0
Neural network model repository for highly sparse and sparse-quantized models with matching spars...
28 versions - Latest release: about 2 months ago - 5 dependent packages - 6 dependent repositories - 5.36 thousand downloads last month - 357 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
sparsezoo-nightly 1.8.0.20240506
Neural network model repository for highly sparse and sparse-quantized models with matching spars...
158 versions - Latest release: 4 days ago - 3 dependent packages - 1 dependent repositories - 3.12 thousand downloads last month - 357 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
deepsparse-nightly 1.8.0.20240404
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...
149 versions - Latest release: about 1 month ago - 3 dependent packages - 1 dependent repositories - 2.63 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
deepsparse 1.7.1
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...
40 versions - Latest release: about 2 months ago - 3 dependent packages - 6 dependent repositories - 5.1 thousand downloads last month - 2,664 stars on GitHub - 2 maintainers
optimum-deepsparse 0.1.0.dev1
Optimum DeepSparse is an extension of the Hugging Face Transformers library that integrates the D...
2 versions - Latest release: 7 months ago - 3 dependent packages - 53 downloads last month - 2,664 stars on GitHub - 1 maintainer
deepsparse-ent 1.7.0
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...
13 versions - Latest release: about 2 months ago - 2 dependent packages - 280 downloads last month - 2,664 stars on GitHub - 2 maintainers
nm-magic-wand-nightly 0.2.2.20240506
SparseLinear layers
28 versions - Latest release: 5 days ago - 4.28 thousand downloads last month - 2 maintainers
deepsplines 1.0.0
A framework to train the activation functions of a neural network
2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 36 downloads last month - 18 stars on GitHub - 1 maintainer
deepstruct 0.10.0
Sparse Neural Network Tools
7 versions - Latest release: over 1 year ago - 1 dependent repositories - 68 downloads last month - 11 stars on GitHub - 2 maintainers
Top 3.0% on pypi.org
sparseml 1.7.0
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...
39 versions - Latest release: about 2 months ago - 4 dependent packages - 20 dependent repositories - 3.37 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
gslr 0.0.1
An algorithm for classification from a graph-sparse support
1 version - Latest release: over 6 years ago - 1 dependent repositories - 13 downloads last month - 15 stars on GitHub - 2 maintainers
Top 5.7% on pypi.org
sporco 0.2.1
Sparse Optimisation Research Code: A Python package for sparse coding and dictionary learning
19 versions - Latest release: about 2 years ago - 1 dependent package - 9 dependent repositories - 441 downloads last month - 249 stars on GitHub - 2 maintainers
libra_py 0.0.1
Split Linearized Bregman Iteration
1 version - Latest release: almost 6 years ago - 14 downloads last month - 11 stars on GitHub - 1 maintainer
libra_py_001_05 0.0.1
Split Linearized Bregman Iteration
1 version - Latest release: almost 6 years ago - 10 downloads last month - 11 stars on GitHub - 2 maintainers
ilit 1.0
Repository of Intel® Low Precision Optimization Tool
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 25 downloads last month - 1,963 stars on GitHub - 4 maintainers
libra_py_001_03 0.0.1
Split Linearized Bregman Iteration
1 version - Latest release: almost 6 years ago - 16 downloads last month - 11 stars on GitHub - 1 maintainer
libra_py_001_06 0.0.1
Split Linearized Bregman Iteration
1 version - Latest release: almost 6 years ago - 11 downloads last month - 11 stars on GitHub - 1 maintainer
libra_py_001_04 0.0.1
Split Linearized Bregman Iteration
1 version - Latest release: almost 6 years ago - 14 downloads last month - 11 stars on GitHub - 2 maintainers
libra_py_001_01 0.0.1
Split Linearized Bregman Iteration
1 version - Latest release: almost 6 years ago - 10 downloads last month - 11 stars on GitHub - 2 maintainers
libra_py_001_02 0.0.1
Split Linearized Bregman Iteration
1 version - Latest release: almost 6 years ago - 11 downloads last month - 11 stars on GitHub - 2 maintainers
libra_py_001_07 0.0.1
Split Linearized Bregman Iteration
1 version - Latest release: almost 6 years ago - 17 downloads last month - 11 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
nncf 2.10.0
Neural Networks Compression Framework
20 versions - Latest release: 15 days ago - 3 dependent packages - 99 dependent repositories - 73.5 thousand downloads last month - 772 stars on GitHub - 3 maintainers
magni 1.7.0
A Python Package for Compressive Sampling and Reconstruction of Atomic Force Microscopy Images
9 versions - Latest release: about 7 years ago - 2 dependent repositories - 45 downloads last month - 39 stars on GitHub - 4 maintainers
sparsesolvers 0.8.8
High performance ℓ₁-minimization solvers
8 versions - Latest release: almost 6 years ago - 1 dependent repositories - 7 downloads last month - 7 stars on GitHub - 2 maintainers
sconce 0.0.76
Model Compresion Made Easy
56 versions - Latest release: 7 months ago - 1 dependent repositories - 148 downloads last month - 32 stars on GitHub - 2 maintainers
sparsify 1.6.1
Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes ...
24 versions - Latest release: 5 months ago - 1 dependent repositories - 57 downloads last month - 314 stars on GitHub - 1 maintainer
sparsify-nightly 1.7.0.20240304
Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes ...
141 versions - Latest release: 2 months ago - 1 dependent repositories - 136 downloads last month - 314 stars on GitHub - 1 maintainer
randomly 0.1.5
A Library for Denoising Single-Cell Data with Random Matrix Theory
1 version - Latest release: over 5 years ago - 1 dependent repositories - 25 downloads last month - 36 stars on GitHub - 2 maintainers
neural-speed 1.0
Repository of Intel® Intel Extension for Transformers
5 versions - Latest release: about 1 month ago - 4.65 thousand downloads last month - 179 stars on GitHub - 2 maintainers
pygini 1.0.1
Compute the Gini index.
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 669 downloads last month - 1 stars on GitHub - 2 maintainers
Top 8.1% on pypi.org
otxdet 0.3.2 removed
Temporary OTX fork of MMDetection Object Detection toolbox
3 versions - Latest release: over 1 year ago - 117 downloads last month - 89 stars on GitHub - 1 maintainer
Related Keywords
quantization 23 pruning 22 nlp 11 quantization-aware-training 11 onnx 10 object-detection 10 neural network 10 machine learning 10 inference 10 computer-vision 9 auto-tuning 9 computer vision 9 regularization 9 smoothquant 9 post-training static quantization 9 post-training dynamic quantization 9 post-training-quantization 9 mxformat 9 low-precision 9 large-language-models 9 knowledge-distillation 9 int8 9 int4 9 fp4 9 quantization-aware training 9 path 8 variable-selection 8 Lasso 8 pytorch 8 awq 8 gptq 8 sparsegpt 8 tensorflow 7 pretrained-models 6 compression 6 sparsification 6 smaller-models 6 keras 6 llm-inference 5 cpu 5 deep-learning 5 deep learning 5 torch 5 machinelearning 4 sparsification-recipe 4 performance 4 cpus 4 deepsparse 4 x86 4 cv 4 transfer-learning 4 deep learning libraries 4 automl 4 image-classification 4 deep-learning-models 4 deep-learning-algorithms 4 tuning strategy 3 x86_64 3 avx2 3 avx512 3 sparse 3 inference engine 3 runtime 3 object detection 3 gpu 3 optimization 3 deep-learning-accelerator 2 openvino 2 inference-performance 2 transformers 2 sparsify 2 graph 2 training 2 classification 2 python 2 yolo 2 machine-learning 2 learning 2 machine 2 model 2 sparsification-recipes 2 pruning-algorithms 2 ml 2 model-compression 2 quantized-networks 2 deep-learning-library 2 quantized-neural-networks 2 computer-vision-algorithms 2 quantized-training 2 yolov3 2 mobilenet 2 resnet 2 sparse models 2 pretrained transfer learning 2 models 2 deep learning model 2 models-optimized 2 object-detection-model 2 sparse-quantized-models 2 data-analysis 1