Name: Winnie Xu
Type: User
Bio: General Generative Models. UofT CS/Stats/Math '22. Ex- @google-research @cohere-ai @facebookresearch @VectorInstitute
Twitter: winniethexu
Location: Bay Area
Blog: winniexu.ca
I research scalable and principled methods for aligning large generative models. In the past, I worked at FAIR Labs at Meta, Google DeepMind and Stanford AI. I'm a graduate of CS, Math, and Stats at the University of Toronto where I began learning about latent variable models and probabilistic inference at the Vector Institute. I'm open to full-time ML research and engineering roles.
Like my models, I'm still learning (:
.myconfig
A reository for various configuration files
2048
Original 2048 Android Implementation
alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
atm-machine
ATM Machine
bayesde
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
blog
Blog site
citizen-science
Citizen Science App
coin
Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸
csc209
Lab Exercises and Assignments
csc258
Hardware Programming Labs and Projects
deep-reinforcement-learning
Berkeley CS285 Deep RL assignments exploring theory and implementations of model free algorithms.
doc
A tool that processes language data in real time and applies the expectation maximization algorithm to infer medical diagnoses based on symptoms.
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
dotfiles
Configs, setups, etc
efficient-vdvae
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
foobar
Google Foo-Bar Challenge
go-containerregistry
Go library and CLIs for working with container registries
google-research
Google Research
gym
A toolkit for developing and comparing reinforcement learning algorithms.
gym-bee
[WIP] OpenAI Gym Environment for Multi-Agent Learning
halos
A library with extensible implementations of DPO, KTO, PPO, and other human-aware loss functions (HALOs).
hangman
Multi-player Hangman console game with server connection infrastructure
ijm-segmentation
Automatic skeletal muscle fibre masking, segmentation, and analysis with ImageJ integration for confocal microscopy image formats.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
juul
An app that runs a generative model for employing personalized solutions based on irregularly sampled habitual usage data to quitting vaping.
lanczosnetwork
Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019
model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
models
Models and examples built with TensorFlow
occubot
OccuBOT is a python-based web app implementing human and facial recognition with OpenCV, developed at Hack the North 2017
open-instruct
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.
