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Search results for machine learning model compression
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21 search results found
Nni
⭐
13,725
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Model Optimization
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1,445
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Lightctr
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599
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
Kd_lib
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476
A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
Archai
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428
Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
Awesome Ml Model Compression
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378
Awesome machine learning model compression research papers, tools, and learning material.
Jfasttext
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215
Java interface for fastText
Awesome Ai Infrastructures
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171
Infrastructures™ for Machine Learning Training/Inference in Production.
Keras_compressor
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152
Model Compression CLI Tool for Keras.
Allie
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126
🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.
Microexpnet
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118
MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images
Aquvitae
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88
Knowledge Distillation Toolkit
Mayo
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82
Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.
A _guide_ To_data_sciecne_from_mathematics
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47
It is a blueprint to data science from the mathematics to algorithms. It is not completed.
Cv_dl_gather
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42
Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.
Lpbox Admm
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22
A generic optimization method for any integer programming problem
Auto Compression
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20
Automatic DNN compression tool with various model compression and neural architecture search techniques
Awesome Ai On The Edge
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18
Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"
Kxy Python
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14
A toolkit to boost the productivity of machine learning engineers.
Octopus Ml
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12
A collection of handy ML and data visualization and validation tools. Go ahead and train, evaluate and validate your ML models and data with minimal effort.
Lotterytickets.jl
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7
Sparsify Your Flux Models
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1-21 of 21 search results
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