Awesome Open Source

Programming Languages

Search results for neural network model compression

model-compression x

neural-network x

7 search results found

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Awesome Model Quantization ⭐ 1,449

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

Awesome Model Compression And Acceleration ⭐ 534

Awesome Ml Model Compression ⭐ 378

Awesome machine learning model compression research papers, tools, and learning material.

Model Compression Papers ⭐ 306

Papers for deep neural network compression and acceleration

Awesome Quantization Papers ⭐ 201

List of papers related to neural network quantization in recent AI conferences and journals.

Model Compression ⭐ 74

This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016

Iss Rnns ⭐ 62

Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

Musco Pytorch ⭐ 55

MUSCO: MUlti-Stage COmpression of neural networks

Model Compression And Acceleration Progress ⭐ 50

Repository to track the progress in model compression and acceleration

Train neural networks with joint quantization and pruning on both weights and activations using any pytorch modules

Cnn Compression Performance ⭐ 24

A python script that automatise the training of a CNN, compress it through tensorflow (or ristretto) plugin, and compares the performance of the two networks

Bipointnet ⭐ 16

This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.

Knowledgesharing Pytorch ⭐ 11

Implementations of knowledge distillation and knowledge transfer models in neural networks.

Paperreadingmails ⭐ 6

My markdown file pictures

Ternarized_neural_network ⭐ 6

Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy

Related Searches

Python Neural Network (7,064)

Machine Learning Neural Network (4,430)

Deep Learning Neural Network (3,760)

Jupyter Notebook Neural Network (3,677)

Tensorflow Neural Network (2,192)

Pytorch Neural Network (1,416)

Keras Neural Network (1,309)

Neural Network Classification (906)

C Plus Plus Neural Network (856)

Neural Network Artificial Intelligence (829)

1-7 of 7 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.