Simple, unified interface to multiple Generative AI providers

Machine Learning Engineering Open Book

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

The basic distribution probability Tutorial for Deep Learning Researchers

VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers

🛠 Python project template generator with batteries included

The toolkit to pack, ship, store, and deliver container content

Free and Open Source Enterprise Resource Planning (ERP)

Fast glsl deNoise spatial filter, with circular gaussian kernel, full configurable

NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

The state-of-the-art image restoration model without nonlinear activation functions.

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

Bringing Old Photo Back to Life (CVPR 2020 oral)

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

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, IF…

A High-Quality Real Time Upscaler for Anime Video

Image Super-Resolution for Anime-Style Art

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Ongoing research training transformer language models at scale, including: BERT & GPT-2

Toolkit for creating, sharing and using natural language prompts.

LLM-based ontological extraction tools, including SPIRES

[ACL 2023] Reasoning with Language Model Prompting: A Survey

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

A family of diffusion models for text-to-audio generation.

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and…

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)