garlguo Goto Github PK
Type: User
Company: Princeton University
Bio: CS PhD @ Princeton [email protected]
Location: Shenzhen, Guangdong
Blog: http://wentaoguo.me/
Type: User
Company: Princeton University
Bio: CS PhD @ Princeton [email protected]
Location: Shenzhen, Guangdong
Blog: http://wentaoguo.me/
CD-GraB is a distributed gradient balancing framework that aims to find distributed data permutation with provably better convergence guarantees than Distributed Random Reshuffling (D-RR). https://arxiv.org/pdf/2302.00845.pdf.
Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356
Image Deblurring using Generative Adversarial Networks
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
Source code for the GraB paper.
Inequalities in Homophilic Directed ScaleFree Networks
This is my group project for creating a distributed library datacenter on MongoDB, Redis, and Hadoop Distributed File System for Distributed Database Systems course on my study-away program in Tsinghua University
MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333
Adaptive MCMC and CMA-ES Python code
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
torch-optimizer -- collection of optimizers for Pytorch
QLoRA: Efficient Finetuning of Quantized LLMs
Turn-based RPG adventure game implemented in OCaml & Python NumPy (Python codes not uploaded)
Shōgun
PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.
Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现
Text Similarity
Train 🤗transformers with DeepSpeed: ZeRO-2, ZeRO-3
Transformer Models in NLP
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.