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Search results for python compression

459 search results found

Paddlenlp ⭐ 10,908

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

Borg ⭐ 10,158

Deduplicating archiver with compression and authenticated encryption.

Crunch ⭐ 3,146

Insane(ly slow but wicked good) PNG image optimization

Pocketflow ⭐ 2,553

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

Incubator Fury ⭐ 2,455

A blazing fast multi-language serialization framework powered by JIT and zero-copy.

10x faster matrix and vector operations

Unblob ⭐ 1,964

Extract files from any kind of container formats

Borgmatic ⭐ 1,637

Simple, configuration-driven backup software for servers and workstations

Paddleslim ⭐ 1,486

PaddleSlim is an open-source library for deep model compression and architecture search.

Model Optimization ⭐ 1,445

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

Pytables ⭐ 1,248

A Python package to manage extremely large amounts of data

Gan Compression ⭐ 1,063

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

Vmlinux To Elf ⭐ 971

A tool to recover a fully analyzable .ELF from a raw kernel, through extracting the kernel symbol table (kallsyms)

Sqlitedict ⭐ 941

Persistent dict, backed by sqlite3 and pickle, multithread-safe.

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

Bareos is a cross-network Open Source backup solution (licensed under AGPLv3) which preserves, archives, and recovers data from all major operating systems.

Code for CRATE (Coding RAte reduction TransformEr).

A columnar data container that can be compressed.

Compressai ⭐ 882

A PyTorch library and evaluation platform for end-to-end compression research

Tool for finding out which CSS selectors you're NOT using.

Compression ⭐ 796

Data compression in TensorFlow

Neural Network Compression Framework for enhanced OpenVINO™ inference

Deep Compression Alexnet ⭐ 599

Deep Compression on AlexNet

Kill The Bits ⭐ 582

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

Awesome Efficient Llm ⭐ 521

A curated list for Efficient Large Language Models

Refinery ⭐ 519

High Octane Triage Analysis

Python Zip Stream

Ratarmount ⭐ 503

Access large archives as a filesystem efficiently, e.g., TAR, RAR, ZIP, GZ, BZ2, XZ, ZSTD archives

Awesome Deep Neural Network Compression ⭐ 475

Summary, Code for Deep Neural Network Quantization

a HDF5-based python pickle replacement

HDR image reconstruction from a single exposure using deep CNNs

Python Zstandard ⭐ 438

Python bindings to the Zstandard (zstd) compression library

Tifffile ⭐ 436

Read and write TIFF files. Forked from https://pypi.org/project/tifffile

Neuralcompression ⭐ 430

A collection of tools for neural compression enthusiasts.

Pystore ⭐ 404

Fast data store for Pandas time-series data

7zip in python3 with ZStandard, PPMd, LZMA2, LZMA1, Delta, BCJ, BZip2, and Deflate compressions, and AES encryption.

Generative Compression ⭐ 397

TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

Yolobile ⭐ 337

This is the implementation of YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

Python Blosc ⭐ 335

A Python wrapper for the extremely fast Blosc compression library

Grassroots DICOM read-only mirror. Only for Pull Request. Please report bug at http://sf.net/p/gdcm

Model_compression ⭐ 315

Implementation of model compression with knowledge distilling method.

L3c Pytorch ⭐ 304

PyTorch Implementation of the CVPR'19 Paper "Practical Full Resolution Learned Lossless Image Compression"

Swin2sr ⭐ 303

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr

Cve 2020 0796 Poc ⭐ 298

PoC for triggering buffer overflow via CVE-2020-0796

Clcache ⭐ 287

A compiler cache for MSVC, much like ccache for gcc

Quantized_distillation ⭐ 266

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

DVC: An End-to-end Deep Video Compression Framework, CVPR 2019 (Oral)

Image Compression Cnn ⭐ 261

Semantic JPEG image compression using deep convolutional neural network (CNN)

Python Lz4 ⭐ 253

LZ4 bindings for Python

High Fidelity Generative Compression ⭐ 252

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

Bitswap ⭐ 230

Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables

RPC Transport Layer - with minimal bullshit.

Pytorchvideocompression ⭐ 211

PyTorch implementation and benchmark of Video Compression

Image_compression_comparison ⭐ 203

Image Compression Comparison Framework

Dictdatabase ⭐ 200

A python NoSQL dictionary database, with concurrent access and ACID compliance

Python bindings for the LZMA library

Fast Semantic Segmentation ⭐ 184

ICNet and PSPNet-50 in Tensorflow for real-time semantic segmentation

Deep Compression Pytorch ⭐ 182

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

Limited Error Raster Compression

Tutorial_bayesiancompressionfordl ⭐ 174

A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).

Opendvc ⭐ 172

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

Singleviewreconstruction ⭐ 159

Official Code: 3D Scene Reconstruction from a Single Viewport

Pyjson_tricks ⭐ 154

Extra features for Python's JSON: comments, order, numpy, pandas, datetimes, and many more! Simple but customizable.

Keras_compressor ⭐ 152

Model Compression CLI Tool for Keras.

Condensa ⭐ 139

Programmable Neural Network Compression

Pytorch Vcii ⭐ 139

Video Compression through Image Interpolation (ECCV'18) [PyTorch]

Python Zstd ⭐ 138

Simple python bindings to Yann Collet ZSTD compression library

Ont_fast5_api ⭐ 135

Oxford Nanopore Technologies fast5 API software

Pygeobuf ⭐ 133

A Python module for the Geobuf compact geospatial format

Pytorch Image Comp Rnn ⭐ 130

PyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks

*NO LONGER MAINTAINED*. A Python port of the YUI CSS compression algorithm.

A Compressed Stable Diffusion for Efficient Text-to-Image Generation [ICCV'23 Demo] [ICML'23 Workshop]

Deepinfomaxpytorch ⭐ 123

Learning deep representations by mutual information estimation and maximization

Nn Compression ⭐ 122

A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)

Georaptor ⭐ 122

Python Geohash Compression Tool

Bits Back ⭐ 121

Model Quantization ⭐ 116

Collections of model quantization algorithms

Set of tools to manage and modify files from many various games.

Powersgd ⭐ 112

Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727

Compressive Autoencoder.

Real-time lossless audio compression in Python

Numcodecs ⭐ 108

A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

Octoprint Meatpack ⭐ 107

Easy, fast, effective, and automatic g-code compression!

Weissman Score ⭐ 106

Weissman score calculator

Deep Gradient Compression ⭐ 106

[ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

Bloscpack ⭐ 105

Command line interface to and serialization format for Blosc

Btrfs Sxbackup ⭐ 105

Incremental btrfs snapshot backups with push/pull support via SSH

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

Concierge ⭐ 103

Ladies and gentlemen: maintainable SSH configs

GRACE - GRAdient ComprEssion for distributed deep learning

Concurrent appendable key-value storage

Comdefend ⭐ 93

The code for CVPR2019 (ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples)

Imagecodecs ⭐ 92

Image transformation, compression, and decompression codecs. Forked from https://pypi.org/project/imagecodecs

Shiftresnet Cifar ⭐ 92

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

NN based lossless compression

A Python FUSE file system that features transparent deduplication and compression which make it ideal for archiving backups.

Srrescgan ⭐ 83

Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).

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