461 Open source projects that are alternatives of or similar to fasterai1

Prunable nn layers for pytorch.

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

Pytorch implementation of our CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map

Pruning and quantization for SSD. Model compression.

A research library for pytorch-based neural network pruning, compression, and more.

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Repository to track the progress in model compression and acceleration

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

Deep learning computer vision for classifying wildlife in camera trap images

[Archived] Lib.AspNetCore.WebSocketsCompression is a library which provides a managed implementation of the WebSocket protocol, along with server integration components and support for permessage-deflate compression.

Free open-source compressor for apLib with 5-7% better ratios

My fastai blog

Cloud syncing manager for multiple MEGA cloud storage accounts with syncing, data gathering, compresssion and optimization capabilities.

Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626

Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)

Implement of Dynamic Model Pruning with Feedback with pytorch

Implementation of ULMFit algorithm for text classification via transfer learning

A pure Java library for scanning and enumerating RAR archive contents

Lossless data compression in C++

Intel® Neural Compressor (formerly known as Intel® Low Precision Optimization Tool), targeting to provide unified APIs for network compression technologies, such as low precision quantization, sparsity, pruning, knowledge distillation, across different deep learning frameworks to pursue optimal inference performance.

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

An Objective-C and Swift library for Zstd (Zstandard) compression and decompression.

A backup program that does deduplication, compression, encryption

Example of LZ4 compression with optimal parsing using BriefLZ algorithms

A .NET port of Google’s HtmlCompressor library to minify HTML source code.

ML model serving app based on APIs

A C++ library for integer array compression

Detecting skin cancer in encrypted images with TensorFlow

LZ4-frame library for Python (via C bindings)

zstd-decoder in pure rust

[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

Scripts and Ansible playbook to setup Arch Linux on ZFS.

CSS, Javascript and Images packer/processors to Laravel

A java implementation of the NBT protocol, including a way to implement custom tags.

DSP and filtering library

The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp

⌛ Benchmark and visualization of various compression algorithms

(Not actively maintained, use DRV3-Sharp) Tools for extracting and re-injecting files for Danganronpa V3 for PC.

A package to make do Network Slimming a little easier

Snappy compression for Zig

Easily download, verify, and extract archives

Get Slack notifications while training FastAI models

Fast.AI course complete docker container for Paperspace and Gradient

Deduplicating filesystem via Python3, FUSE and SQLite

Replacement for golang http.FileServer which supports precompressed static assets.

Compression for Unicode short strings

sequence tagging for NER for ULMFiT

Offline Dictionary-based Compression (Re-Pair, Recursive Pairing)

Compression and Encryption Virtual File System for SQLite 3.

Small fast Lempel-Ziv compression library

FASTQ compression

ZStandard Random Access (ZRA) allows random access inside an archive compressed using ZStandard

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

Optimal LZ4 compressor, that produces files that decompress faster while keeping the best compression ratio

Fast integer compression library in JavaScript

Deduplicating archiver with encryption and paranoid-level tests. Swiss army knife for the serious backup and disaster recovery manager. Ransomware neutralizer. Win/Linux/Unix

Java implementation of the openCTM Mesh compression file format

Ruby bindings for liblzma, using fiddle

A single-class pure VB6 library for zip with ASM speed