Cheng Lu

Calibrated-DPMs. Official code for "On Calibrating Diffusion Probabilistic Models"

controlvideo. Official implementation for "ControlVideo: Adding Conditional Control for One Shot Text-to-Video Editing"

prolificdreamer. ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

threestudio. A unified framework for 3D content generation.

IF. Python

CEP-energy-guided-diffusion. Official codebase for Exact Energy-Guided Diffusion Sampling via Contrastive Energy Prediction （ICML 2023）

ImageReward. [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

unidiffuser. Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"

U-ViT. A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".

optimate. A collection of libraries to optimise AI model performances

ml-stable-diffusion. Stable Diffusion with Core ML on Apple Silicon

Paella. Official Implementation of Paella https://arxiv.org/abs/2211.07292v2

pml-book. "Probabilistic Machine Learning" - a book series by Kevin Murphy

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

k-diffusion. Karras et al. (2022) diffusion models for PyTorch

stable-diffusion-webui. Stable Diffusion web UI

EET. Easy and Efficient Transformer : Scalable Inference Solution For Large NLP model

edm. Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

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

celebA-HQ-dataset-download. Get started with CelebA-HQ dataset in under 5 mins !

tianshou. An elegant PyTorch deep reinforcement learning library.

HumanSystemOptimization. 健康学习到150岁 - 人体系统调优不完全指南

dpm-solver. Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

mle_score_ode. Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)

Analytic-DPM. Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outstanding Paper Award)

implicit-normalizing-flows. Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)

WeChatExtension-ForMac. A plugin for Mac WeChat

vflow. Official code for "VFlow: More Expressive Generative Flows with Variational Data Augmentation" (ICML 2020)

linux_config. my mac/linux config file。快速配置 mac 终端环境

data-augmentation-review. List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

weibospider. :zap: A distributed crawler for weibo, building with celery and requests.

WeiboSpider. 持续维护的新浪微博采集工具🚀🚀🚀

weibo_wordcloud. 根据关键词抓取微博数据，再生成词云

torch_cg. Preconditioned Conjugate Gradient in Pytorch

deq. [NeurIPS'19] Deep Equilibrium Models

BayesianNeuralNetwork. a repo sharing Bayesian Neural Network recent papers

Deep-Learning-in-Production. In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Anti-Anti-Spider. 越来越多的网站具有反爬虫特性，有的用图片隐藏关键数据，有的使用反人类的验证码，建立反反爬虫的代码仓库，通过与不同特性的网站做斗争（无恶意）提高技术。（欢迎提交难以采集的网站）（因工作原因，项目暂停）

interview_internal_reference. 2025年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

pytorch-captcha-recognition. 基于CNN训练的一套 "端到端" 的验证码识别模型，使用深度学习+训练数据+大量计算力，纯数字识别率高达 99.99%，数字+字母识别率 96%

tikz-bayesnet. TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.

SQLiteCpp. SQLiteC++ (SQLiteCpp) is a smart and easy to use C++ SQLite3 wrapper.

REKCARC-TSC-UHT. 清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

WeChatTweak. A command-line tool for tweaking WeChat - 首款微信 macOS 客户端撤回拦截与多开 🔨

thuthesis. LaTeX Thesis Template for Tsinghua University

download-celebA-HQ. Python script to download the celebA-HQ dataset from google drive

progressive_infogan. Progressive training of GANs with Mutual Information Penalty

EffectiveTensorflow. TensorFlow tutorials and best practices.

gin-config. Gin provides a lightweight configuration framework for Python

BigGAN-Tensorflow. Simple Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)

compare_gan. Compare GAN code.

Learn-Helper. 清华大学网络学堂助手

thu-learn-lib. A JavaScript library to provide a program-friendly interface to Web Learning of Tsinghua University

TripleGAN-Tensorflow. Simple Tensorflow implementation of Triple Generative Adversarial Nets (NIPS 2017)

triple-gan. See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN

Triangle-GAN. implementation for NIPS paper Triangle Generative Adversarial Networks

FinderGo. 🐢 Open terminal quickly from Finder

resume. An elegant \LaTeX\ résumé template. 大陆镜像 https://gods.coding.net/p/resume/git

GoAuthing. Authentication utility for srun4000 (auth.tsinghua.edu.cn / net.tsinghua.edu.cn / Tsinghua-IPv4)

phaser3-rex-notes. Notes of phaser4 engine

zhusuan. A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

vue-phaser3. Vue 3 + Phaser 3 + Webpack Template

quickdraw-dataset. Documentation on how to access and use the Quick, Draw! Dataset.

smoothscroll. Scroll Behavior polyfill

serverspeeder. 锐速破解版

outline-apps. Outline Client and Manager, developed by Jigsaw. Outline Manager makes it easy to create your own VPN server. Outline Client lets you share access to your VPN with anyone in your network, giving them access to the free and open internet.

MLAPP-CN. A Chinese Notes of MLAPP，MLAPP 中文笔记项目 https://zhuanlan.zhihu.com/python-kivy

awesome-vue. 🎉 A curated list of awesome things related to Vue.js

learn-git-the-super-hard-way. 不走寻常路的Git教程

hacker-scripts. Based on a true story

DeDRM_tools. DeDRM tools for ebooks

generative-compression. TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression

waifu2x. Image Super-Resolution for Anime-Style Art

Xin-Yue. 岳昕：致北大师生与北大外国语学院的一封公开信

xv6-x86_64. re-implementation of UNIX v6 in ANSI C for x86_64 SMP

sv6. POSIX-like scalable multicore research OS kernel

conv_arithmetic. A technical report on convolution arithmetic in the context of deep learning

ID-CGAN. Image De-raining Using a Conditional Generative Adversarial Network

fast-style-transfer. TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Tuneful. The beginnings of a framework that could be used to build something like Yousician but they beat me to it

react-three-renderer. Render into a three.js canvas using React.

AndroidStudyCode. 关于Android的一些原理学习和代码实现