Alex Wang (KeAWang)

KeAWang

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Location:Stanford, CA

Home Page:http://keawang.github.io

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Alex Wang's repositories

importance-weighting-interpolating-classifiers

Code for "Is Importance Weighting Incompatible with Interpolating Classifiers?"

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scientific-visualization-exercises

Solutions to Rougier's Scientific Visualization, Python & Matplotlib book

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fpp3-python-readalong

Python-centered read-along of Forecasting: Principles and Practice

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pensieve

Notes on things I learned

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bayesian_benchmarks

A community repository for benchmarking Bayesian methods

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client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

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emmental

A deep learning framework for building multimodal multi-task learning systems.

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kondo

Scripts for making tidy plots

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firedup

Clone of OpenAI's Spinning Up in PyTorch

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lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid, scalable experimentation process and best practices. ⚡🔥⚡

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lower-the-entropy

A personal blog.

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ml-beats

Using RNNs to generate rhythm

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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.

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mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

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nn-template

Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, and DVC.

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orie7191

Materials for ORIE 7191: Topics in Optimization for Machine Learning

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pyRdatasets

1300 datasets from various R packages packed as DataFrames through compressed pickle files

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pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

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scipytorch

Scientific computation routines in PyTorch

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simple-ml

Simple machine learning algorithms for my own reference

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ssm-jax

Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend

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torch_cg

Preconditioned Conjugate Gradient in Pytorch

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vimium

The hacker's browser.

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wakesleep

The wake-sleep algorithm for unsupervised neural networks

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wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

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