Pinned Repositories
gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
differentiable_t1d
Differentiable simulators for Type 1 Diabetes research in Jax and PyTorch
fpp3-python-readalong
Python-centered read-along of Forecasting: Principles and Practice
importance-weighting-interpolating-classifiers
Code for "Is Importance Weighting Incompatible with Interpolating Classifiers?"
interpretable-cgm-representations
Code for "Interpretable Mechanistic Representations for Meal-level Glycemic Control in the Wild" (ML4H 2023; selected for lightning talk)
kondo
Scripts for making tidy plots
ml_template
A template for prototyping machine learning ideas in PyTorch
pensieve
Notes on things I learned
scientific-visualization-exercises
Solutions to Rougier's Scientific Visualization, Python & Matplotlib book
KeAWang's Repositories
KeAWang/differentiable_t1d
Differentiable simulators for Type 1 Diabetes research in Jax and PyTorch
KeAWang/importance-weighting-interpolating-classifiers
Code for "Is Importance Weighting Incompatible with Interpolating Classifiers?"
KeAWang/kondo
Scripts for making tidy plots
KeAWang/interpretable-cgm-representations
Code for "Interpretable Mechanistic Representations for Meal-level Glycemic Control in the Wild" (ML4H 2023; selected for lightning talk)
KeAWang/pensieve
Notes on things I learned
KeAWang/scientific-visualization-exercises
Solutions to Rougier's Scientific Visualization, Python & Matplotlib book
KeAWang/fpp3-python-readalong
Python-centered read-along of Forecasting: Principles and Practice
KeAWang/ml_template
A template for prototyping machine learning ideas in PyTorch
KeAWang/build-hours
Build hours code to share.
KeAWang/client
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
KeAWang/continuous-time-reading-group
Stanford reading group on continuous time models for machine learning
KeAWang/dynamax
State Space Models library in JAX
KeAWang/emmental
A deep learning framework for building multimodal multi-task learning systems.
KeAWang/firedup
Clone of OpenAI's Spinning Up in PyTorch
KeAWang/jax-t1d-simulator
KeAWang/lower-the-entropy
A personal blog.
KeAWang/MLcites
This repository contains citation data for papers published in NeurIPS in 2014 - 2018, and ICML 2017, 2018. It also contains the code to collect this data.
KeAWang/MolecularNotes
My Obsidian Second Brain setup
KeAWang/mujoco-py
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
KeAWang/neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
KeAWang/nn-template
Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, and DVC.
KeAWang/pyRdatasets
1300 datasets from various R packages packed as DataFrames through compressed pickle files
KeAWang/pytorch-normalizing-flows
Normalizing flows in PyTorch. Current intended use is education not production.
KeAWang/scipytorch
Scientific computation routines in PyTorch
KeAWang/simple-ml
Simple machine learning algorithms for my own reference
KeAWang/ssm-jax
Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
KeAWang/symlink-debug
KeAWang/torch_cg
Preconditioned Conjugate Gradient in Pytorch
KeAWang/Transformer-Formal-Languages
EMNLP 2020: On the Ability and Limitations of Transformers to Recognize Formal Languages
KeAWang/wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.