Popular GitHub Repositories for Harm Reduction

Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

Uniform Manifold Approximation and Projection

SwinIR: Image Restoration Using Swin Transformer (official repository)

Recurrent neural network for audio noise reduction

Module for automatic summarization of text documents and HTML pages.

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

QualityScaler - image/video AI upscaler app

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Collection of popular and reproducible image denoising works.

Text Classification Algorithms: A Survey

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr

[EMNLP 2024 Industry Track] This is the official PyTorch implementation of "LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit".

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

Minimum-distortion embedding with PyTorch

Machine Learning notebooks for refreshing concepts.

Providing reproducibility in deep learning frameworks

The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction