juntang-zhuang

Adabelief-Optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

GSAM

PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)

TorchDiffEqPack

ACProp-Optimizer

Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)

SNGAN-AdaBelief

Train SN-GAN with AdaBelief

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

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flax

Flax is a neural network library for JAX that is designed for flexibility.

juntang-zhuang.github.io

keras

Deep Learning for humans

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

PyTorch-Wavelet-Toolbox

Differentiable fast wavelet transforms in PyTorch with GPU support.

symplectic-adjoint-method

Code for "Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory," NeurIPS, 2021.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Uni-Fold

alphageometry

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

big_vision

Official codebase used to develop Vision Transformer, MLP-Mixer, LiT and more.

gptstore-prompts

Here are the Top 100 prompts on GPTStore, which we can use to learn and improve prompt engineering.

juntang-zhuang

large-sequence-modeling

Transformers with Arbitrarily Large Context, No Approximations

PyTorch-fpilayer

search_with_lepton

Building a quick conversation-based search demo with Lepton AI.

Trinkle23897

vision_transformer