ptrnn

How-to-run

立党零基础转码笔记

OFA

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

perceiver-io

A PyTorch implementation of Perceiver, Perceiver IO and Perceiver AR with PyTorch Lightning scripts for distributed training

eng-practices

Google's Engineering Practices documentation

Awesome-Information-Bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

torch-points3d

Pytorch framework for doing deep learning on point clouds.

learn2learn

A PyTorch Library for Meta-learning Research

LDR

The official PyTorch implementation of the paper: Xili Dai, Shengbang Tong, et al. "Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction.".

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

Awesome-Mixture-of-Experts-Papers

A curated reading list of research in Mixture-of-Experts(MoE).

STEGO

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

HowToLiveLonger

程序员延寿指南 | A programmer's guide to live longer

vmoe

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

Awesome-Best-Papers

Collect awesome best papers from top AI conferences.

DisCo

[ICLR2022] Code for "Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View"

how-do-vits-work

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

NMCE-release

Code for Neural Manifold Clustering and Embedding

HowToCook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

awesome-deep-learning-papers

The most cited deep learning papers

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

RegularizationAnimation

reloading

Change Python code while it's running without losing state

ssl_3d_recon

Code release for "From Image Collections to Point Clouds with Self-supervised Shape and Pose Networks" (CVPR 2020)

CAM

Class Activation Mapping

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

ml-probabilistic-attention