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Name: Suhong Moon
Type: User
Company: Berkeley AI Research
Name: Suhong Moon
Type: User
Company: Berkeley AI Research
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.
A curated list of awesome self-supervised methods
PyTorch implementation of Barlow Twins.
PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP
Classifier based mutual information, conditional mutual information estimation; conditional independence testing
Training framework for conditional imitation learning
Data collector for version 0.8.4, also contains an client side agent
This repository contains implementations and illustrative code to accompany DeepMind publications
Berkeley CS285 2019 homework solution
Implementation of 'DIVA: Domain Invariant Variational Autoencoders'
Code for "On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty".
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
Implementation of the Unsupervised learning by predicting noise paper
Gin provides a lightweight configuration framework for Python
Distributionally robust neural networks for group shifts
Learning to Prompt (L2P) for Continual Learning @ CVPR22
⚡ Building applications with LLMs through composability ⚡
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
MiniLLM is a minimal system for running modern LLMs on consumer-grade GPUs
Notes and tutorials on "Mutual information and self-supervised learning"
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
Traffic scenario definition and execution engine
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.