Weilin Cong (CongWeilin)

CongWeilin

Geek Repo

Company:Meta AI

Location:Sunnyvale

Home Page:https://congweilin.github.io/CongWeilin.io/

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Weilin Cong's repositories

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Projector

AISTATS23: Graph Representation Unlearning via Orthogonal Projection

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FedGen

Code and data accompanying the FedGen paper

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graphstorm

Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.

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deep-variance-reduction

On the Ineffectiveness of Variance Reduced Optimization for Deep Learning

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DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

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FedMD

FedMD: Heterogenous Federated Learning via Model Distillation

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MAML-Pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

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online-variance-reduction

Online Variance Reduction

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PPO-PyTorch

Simple and beginner friendly implementation of Proximal Policy Optimization (PPO) in PyTorch

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pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

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StochasticMirrorDescent

Stochastic Mirror Descent on CIFAR-10

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StochasticProximalMethods

A collection of stochastic proximal gradient methods for composite non-convex problems.

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svm-pytorch

Linear SVM with PyTorch

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