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Search results for machine learning compression
compression
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machine-learning
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32 search results found
Deepspeed
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32,358
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Bolt
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2,312
10x faster matrix and vector operations
Model Optimization
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1,445
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Compressai
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882
A PyTorch library and evaluation platform for end-to-end compression research
Compression
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796
Data compression in TensorFlow
Pgm Index
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693
🏅State-of-the-art learned data structure that enables fast lookup, predecessor, range searches and updates in arrays of billions of items using orders of magnitude less space than traditional indexes
Neuralcompression
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430
A collection of tools for neural compression enthusiasts.
Awesome Ml Model Compression
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378
Awesome machine learning model compression research papers, tools, and learning material.
High Fidelity Generative Compression
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252
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
Keras_compressor
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152
Model Compression CLI Tool for Keras.
Torchprune
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130
A research library for pytorch-based neural network pruning, compression, and more.
Mv Tractus
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97
A simple tool to extract motion vectors from h264 encoded videos.
Mayo
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82
Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.
Lossyless
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76
Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".
Photoshopped Or Not
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61
Detecting Photoshopped images with Machine Learning. Created during Data Science Retreat.
Constriction
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57
Entropy coders for research and production in Python and Rust.
Dnikit
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47
A Python toolkit for analyzing machine learning models and datasets.
Fewbit
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41
Compression schema for gradients of activations in backward pass
Pygm
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39
🐍 Python library implementing sorted containers with state-of-the-art query performance and compressed memory usage
Competitive Feature Learning
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31
Online feature-extraction and classification algorithm that learns representations of input patterns.
Mnist_by_zip
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28
Compression algorithms (like the well-known zip file compression) can be used for machine learning purposes, specifically for classifying hand-written digits (MNIST)
Pcc_geo_cnn_v2
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26
Improved Deep Point Cloud Geometry Compression
Pcc_geo_cnn
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24
Learning Convolutional Transforms for Point Cloud Geometry Compression
Auto Compression
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20
Automatic DNN compression tool with various model compression and neural architecture search techniques
Ml Assignments
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16
ML assignments, about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning. It will be challenging but cheerful work!
Hammlet
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10
Fast Bayesian Hidden Markov Model with Wavelet Compression
Tensor_rnn
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9
An implementation of various tensor-based decomposition for NN & RNN parameters
Libsedml
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9
SED-ML library based on libSBML
Paper Collection Of Efficient Ml
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9
paper collection
Machine Learning Project For Image Compression
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7
Implementation & Learning of Compression of Image through use of K-means Clustering Algorithm
Pcc_attr_folding
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7
Folding-based compression of point cloud attributes
Neuralnetwork Jpeg
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6
Convolutional Neural Network (CNN) Image Compression
K Means Image Compression
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5
Using K-means Clustering for Image Compression
Spec Img Finesse
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5
Project for Machine Learning and Physical Applications Class - Hyperspectral image classification using SVM, and CNN with layer pruning and layer compression.
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1-32 of 32 search results
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