Name: Xiang
Type: User
Company: School of Mathematical Science, Peking University
Bio: A machine leaning learner interested in the intersection between optimization and statistics.
Location: Peking, China
Blog: lx10077.github.io
aveqlearning
Codes for the AISTATS 2023 paper, A Statistical Analysis of Polyak-Ruppert Averaged Q-learning.
cdiscount-image-classification
Codes for cdiscount image classification, a Kaggle competition to categorize seven million commodities into up to five thousand classes.
dqnpy
DQN and its variants in deep reinforcement learning. Now it only incorporates vallina DQN, average DQN and median DQN.
fedavgpy
On the Convergence of FedAvg on Non-IID Data
ganpy
Pytorch implementation of generative adversary networks.
lasso
Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic gradient descent variants.
localpower
Codes for LocalPower
lx10077.github.io
Xiang Li's personal homepage
optimpy
Home of various optimization algorithms.
privacy
Library for training machine learning models with privacy for training data
rlkit
Collection of reinforcement learning algorithms
rlpy
A pytorch-version implementation of RL algorithms. Now it collects TRPO, ClipPPO, A2C, GAIL and ADCV.
watermarkframework
Experiment codes for the paper https://arxiv.org/abs/2404.01245
React
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
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
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.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
