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
sconce 0.0.76
Model Compresion Made Easy56 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 293 downloads last month - 33 stars on GitHub - 1 maintainer
veloce 0.0.1rc2
Veloce: An instant distributed computing library based on Ray stack3 versions - Latest release: about 2 years ago - 1 dependent repositories - 27 downloads last month - 18 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
150 versions - Latest release: 2 months ago - 3 dependent packages - 1 dependent repositories - 3.45 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
deepsparse-nightly 1.8.0.20240404
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...150 versions - Latest release: 2 months ago - 3 dependent packages - 1 dependent repositories - 3.45 thousand 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: 3 months ago - 2 dependent packages - 79 downloads last month - 2,664 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
40 versions - Latest release: 3 months ago - 3 dependent packages - 6 dependent repositories - 5.37 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
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: 3 months ago - 3 dependent packages - 6 dependent repositories - 5.37 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
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: 8 months ago - 3 dependent packages - 104 downloads last month - 2,664 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
29 versions - Latest release: 2 months ago - 15 dependent packages - 281 dependent repositories - 23.5 thousand downloads last month - 2,009 stars on GitHub - 1 maintainer
neural-compressor 2.5.1
Repository of Intel® Neural Compressor29 versions - Latest release: 2 months ago - 15 dependent packages - 281 dependent repositories - 23.5 thousand downloads last month - 2,009 stars on GitHub - 1 maintainer
deepsplines 1.0.0
A framework to train the activation functions of a neural network2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 18 downloads last month - 21 stars on GitHub - 1 maintainer
deepstruct 0.10.0
Sparse Neural Network Tools7 versions - Latest release: over 1 year ago - 1 dependent repositories - 50 downloads last month - 11 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
31 versions - Latest release: 4 months ago - 16 dependent packages - 882 dependent repositories - 778 thousand downloads last month - 1,472 stars on GitHub - 1 maintainer
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: 4 months ago - 16 dependent packages - 882 dependent repositories - 778 thousand downloads last month - 1,472 stars on GitHub - 1 maintainer
gslr 0.0.1
An algorithm for classification from a graph-sparse support1 version - Latest release: over 6 years ago - 1 dependent repositories - 6 downloads last month - 15 stars on GitHub - 1 maintainer
neural-insights 2.4
Repository of Intel® Neural Compressor5 versions - Latest release: 6 months ago - 35 downloads last month - 2,009 stars on GitHub - 1 maintainer
neural-solution 2.4
Repository of Intel® Neural Compressor5 versions - Latest release: 6 months ago - 36 downloads last month - 1,683 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
19 versions - Latest release: over 2 years ago - 1 dependent package - 9 dependent repositories - 531 downloads last month - 249 stars on GitHub - 1 maintainer
sporco 0.2.1
Sparse Optimisation Research Code: A Python package for sparse coding and dictionary learning19 versions - Latest release: over 2 years ago - 1 dependent package - 9 dependent repositories - 531 downloads last month - 249 stars on GitHub - 1 maintainer
libra_py_001_05 0.0.1
Split Linearized Bregman Iteration1 version - Latest release: almost 6 years ago - 11 downloads last month - 11 stars on GitHub - 1 maintainer
ilit 1.0
Repository of Intel® Low Precision Optimization Tool3 versions - Latest release: over 3 years ago - 1 dependent repositories - 25 downloads last month - 1,963 stars on GitHub - 2 maintainers
libra_py_001_03 0.0.1
Split Linearized Bregman Iteration1 version - Latest release: almost 6 years ago - 17 downloads last month - 11 stars on GitHub - 1 maintainer
libra_py 0.0.1
Split Linearized Bregman Iteration1 version - Latest release: almost 6 years ago - 15 downloads last month - 11 stars on GitHub - 1 maintainer
lpot 1.5.1
Repository of Intel® Low Precision Optimization Tool11 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 75 downloads last month - 2,009 stars on GitHub - 1 maintainer
libra_py_001_04 0.0.1
Split Linearized Bregman Iteration1 version - Latest release: almost 6 years ago - 11 downloads last month - 11 stars on GitHub - 2 maintainers
libra_py_001_06 0.0.1
Split Linearized Bregman Iteration1 version - Latest release: almost 6 years ago - 6 downloads last month - 11 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
154 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 2.07 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
sparseml-nightly 1.8.0.20240509
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...154 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 2.07 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
libra_py_001_02 0.0.1
Split Linearized Bregman Iteration1 version - Latest release: almost 6 years ago - 14 downloads last month - 11 stars on GitHub - 1 maintainer
libra_py_001_01 0.0.1
Split Linearized Bregman Iteration1 version - Latest release: almost 6 years ago - 14 downloads last month - 11 stars on GitHub - 1 maintainer
libra_py_001_07 0.0.1
Split Linearized Bregman Iteration1 version - Latest release: almost 6 years ago - 9 downloads last month - 11 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
20 versions - Latest release: about 2 months ago - 7 dependent packages - 99 dependent repositories - 71 thousand downloads last month - 772 stars on GitHub - 3 maintainers
nncf 2.10.0
Neural Networks Compression Framework20 versions - Latest release: about 2 months ago - 7 dependent packages - 99 dependent repositories - 71 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 Images9 versions - Latest release: over 7 years ago - 2 dependent repositories - 50 downloads last month - 40 stars on GitHub - 2 maintainers
neural-compressor-3x-tf 2.5.1
Repository of Intel® Neural Compressor4 versions - Latest release: 2 months ago - 1 dependent package - 44 downloads last month - 2,006 stars on GitHub - 1 maintainer
neural-compressor-full 2.1.1
Repository of Intel® Neural Compressor9 versions - Latest release: about 1 year ago - 90 downloads last month - 2,006 stars on GitHub - 1 maintainer
neural-compressor-3x-ort 2.5.1
Repository of Intel® Neural Compressor2 versions - Latest release: 2 months ago - 1 dependent package - 23 downloads last month - 2,000 stars on GitHub - 1 maintainer
neural-compressor-3x-pt 2.5.1
Repository of Intel® Neural Compressor4 versions - Latest release: 2 months ago - 1 dependent package - 58 downloads last month - 2,000 stars on GitHub - 1 maintainer
nm-magic-wand-nightly 0.2.2.20240518
SparseLinear layers35 versions - Latest release: 24 days ago - 3.71 thousand downloads last month - 1 maintainer
Top 3.0% on pypi.org
41 versions - Latest release: 27 days ago - 4 dependent packages - 20 dependent repositories - 3.31 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
sparseml 1.7.1
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...41 versions - Latest release: 27 days ago - 4 dependent packages - 20 dependent repositories - 3.31 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
158 versions - Latest release: about 1 month ago - 3 dependent packages - 1 dependent repositories - 5.09 thousand downloads last month - 358 stars on GitHub - 1 maintainer
sparsezoo-nightly 1.8.0.20240506
Neural network model repository for highly sparse and sparse-quantized models with matching spars...158 versions - Latest release: about 1 month ago - 3 dependent packages - 1 dependent repositories - 5.09 thousand downloads last month - 358 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
28 versions - Latest release: 3 months ago - 5 dependent packages - 6 dependent repositories - 4.8 thousand downloads last month - 358 stars on GitHub - 1 maintainer
sparsezoo 1.7.0
Neural network model repository for highly sparse and sparse-quantized models with matching spars...28 versions - Latest release: 3 months ago - 5 dependent packages - 6 dependent repositories - 4.8 thousand downloads last month - 358 stars on GitHub - 1 maintainer
sparsesolvers 0.8.8
High performance ℓ₁-minimization solvers8 versions - Latest release: about 6 years ago - 1 dependent repositories - 93 downloads last month - 7 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: 3 months ago - 1 dependent repositories - 1.05 thousand downloads last month - 315 stars on GitHub - 1 maintainer
sparsify 1.6.1
Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes ...24 versions - Latest release: 6 months ago - 1 dependent repositories - 191 downloads last month - 315 stars on GitHub - 1 maintainer
Top 8.9% on pypi.org
341 versions - Latest release: 4 months ago - 1 dependent repositories - 2.15 thousand downloads last month - 1,471 stars on GitHub - 1 maintainer
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: 4 months ago - 1 dependent repositories - 2.15 thousand downloads last month - 1,471 stars on GitHub - 1 maintainer
nm-magic-wand 0.2.2
SparseLinear layers3 versions - Latest release: 26 days ago - 1 dependent package - 282 downloads last month - 1 maintainer
randomly 0.1.5
A Library for Denoising Single-Cell Data with Random Matrix Theory1 version - Latest release: over 5 years ago - 1 dependent repositories - 44 downloads last month - 36 stars on GitHub - 1 maintainer
neural-speed 1.0
Repository of Intel® Intel Extension for Transformers5 versions - Latest release: 2 months ago - 2.73 thousand downloads last month - 179 stars on GitHub - 1 maintainer
pygini 1.0.1
Compute the Gini index.3 versions - Latest release: over 4 years ago - 1 dependent repositories - 918 downloads last month - 1 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
3 versions - Latest release: over 1 year ago - 117 downloads last month - 89 stars on GitHub - 1 maintainer
otxdet 0.3.2 removed
Temporary OTX fork of MMDetection Object Detection toolbox3 versions - Latest release: over 1 year ago - 117 downloads last month - 89 stars on GitHub - 1 maintainer
Related Keywords
quantization
23
pruning
22
quantization-aware-training
11
nlp
11
machine learning
10
inference
10
object-detection
10
onnx
10
neural network
10
regularization
9
large-language-models
9
low-precision
9
computer-vision
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smoothquant
9
mxformat
9
post-training-quantization
9
computer vision
9
knowledge-distillation
9
int8
9
int4
9
auto-tuning
9
post-training static quantization
9
post-training dynamic quantization
9
quantization-aware training
9
fp4
9
awq
8
gptq
8
sparsegpt
8
pytorch
8
path
8
Lasso
8
variable-selection
8
tensorflow
7
smaller-models
6
keras
6
pretrained-models
6
sparsification
6
compression
6
torch
5
deep-learning
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deep learning
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llm-inference
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cpu
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image-classification
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deep-learning-models
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sparsification-recipe
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deep-learning-algorithms
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transfer-learning
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automl
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performance
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machinelearning
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cpus
4
deepsparse
4
cv
4
deep learning libraries
4
x86
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gpu
3
optimization
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tuning strategy
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x86_64
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avx2
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avx512
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sparse
3
inference engine
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runtime
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object detection
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deep-learning-accelerator
2
deep learning model
2
quantized-neural-networks
2
quantized-training
2
classification
2
sparsification-recipes
2
pruning-algorithms
2
deep-learning-library
2
computer-vision-algorithms
2
python
2
inference-performance
2
sparsify
2
models
2
pretrained transfer learning
2
sparse models
2
resnet
2
mobilenet
2
yolov3
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models-optimized
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transformers
2
sparse-quantized-models
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openvino
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compressive sensing
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