xwinxu
General Generative Models. UofT CS/Stats/Math '22. Ex- @google-research @cohere-ai @facebookresearch @VectorInstitute
@Google-research @facebookresearchBay Area
Pinned Repositories
HALOs
A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
self-similarity-prior
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
cascades
Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference, and more.
bayeSDE
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
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.
pruning-neural-nets
Generating structured sparsity in neural networks using weight and unit pruning techniques.
variational-mnist
Fitting a recognition model (VAE) to do approximate inference on intractable posteriors of probabilistic models using an ELBO estimator.
xwinxu.github.io
Personal Site winniexu.ca
xwinxu's Repositories
xwinxu/bayeSDE
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
xwinxu/variational-mnist
Fitting a recognition model (VAE) to do approximate inference on intractable posteriors of probabilistic models using an ELBO estimator.
xwinxu/deep-reinforcement-learning
Berkeley CS285 Deep RL assignments exploring theory and implementations of model free algorithms.
xwinxu/xwinxu.github.io
Personal Site winniexu.ca
xwinxu/CSC258
Hardware Programming Labs and Projects
xwinxu/foobar
Google Foo-Bar Challenge
xwinxu/juul
An app that runs a generative model for employing personalized solutions based on irregularly sampled habitual usage data to quitting vaping.
xwinxu/pruning-neural-nets
Generating structured sparsity in neural networks using weight and unit pruning techniques.
xwinxu/pytorch-soft-actor-critic
PyTorch implementation of soft actor critic
xwinxu/RBE-Toolchain
Docker + Bazel Runs
xwinxu/.myconfig
A reository for various configuration files
xwinxu/alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
xwinxu/citizen-science
Citizen Science App
xwinxu/coin
Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸
xwinxu/dotfiles
Configs, setups, etc
xwinxu/Efficient-VDVAE
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
xwinxu/google-research
Google Research
xwinxu/gym
A toolkit for developing and comparing reinforcement learning algorithms.
xwinxu/gym-bee
[WIP] OpenAI Gym Environment for Multi-Agent Learning
xwinxu/HALOs
A library with extensible implementations of DPO, KTO, PPO, and other human-aware loss functions (HALOs).
xwinxu/ijm-segmentation
Automatic skeletal muscle fibre masking, segmentation, and analysis with ImageJ integration for confocal microscopy image formats.
xwinxu/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
xwinxu/model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
xwinxu/open-instruct
xwinxu/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
xwinxu/shape_as_points
[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver
xwinxu/social-bit
A system and visualization tool to track and summarize daily social encounters, i.e. a social "FitBIT".
xwinxu/tensorflow
An Open Source Machine Learning Framework for Everyone
xwinxu/tmux-config
Tmux configuration, that supercharges your tmux to build cozy and cool terminal environment
xwinxu/xwinxu
hello :)