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awesome-selfhosted

A list of Free Software network services and web applications which can be hosted on your own servers

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

fastbook

The fastai book, published as Jupyter Notebooks

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

stylegan2

StyleGAN2 - Official TensorFlow Implementation

Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

featuretools

An open source python library for automated feature engineering

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

guided-diffusion

taming-transformers

Taming Transformers for High-Resolution Image Synthesis

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

linkding

Self-hosted bookmark manager that is designed be to be minimal, fast, and easy to set up using Docker.

StyleCLIP

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

pytorch-forecasting

Time series forecasting with PyTorch

PerceptualSimilarity

LPIPS metric. pip install lpips

talebook

A simple books website. 一个简单的在线版个人书库。

pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

awesome-english

A collection of awesome study resources for learners of English.

style-based-gan-pytorch

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

anycost-gan

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

diffusion_models

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

CoMoGAN

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

lpips-pytorch

A simple and useful implementation of LPIPS.

douban_movie