OrthoDex

PCGrad-PyTorch

PyTorch implementation for "Gradient Surgery for Multi-Task Learning" https://arxiv.org/abs/2001.06782

jukebox

Code for the paper "Jukebox: A Generative Model for Music"

patchy-mcpatchface

Apply adversarial masks to profile photos to protect your online and offline privacy

ubuntu-node

Production ready Node.js docker images based on Ubuntu.

awaaz

Proof of Concept for tracking and detecting speech impediments. (Work in Progress)

awaaz-backend

Backend for https://github.com/OrthoDex/awaaz - WIP check back later

deepfake-detection

Deepfake detection using SOTA Imagenet and face detection models

ml-research-starter-kit

List of resources to get started with research in ML.

MultiObjectiveOptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

zeit-now-test-static-app

absa-web

Flask app for https://github.com/OrthoDex/ABSA-YouTube.

aihc-git-intermediate-workshop

chapter

A self-hosted event management tool for nonprofits

codalab-worksheets

A collaborative platform for reproducible research (web interface and CLI).

container-structure-test

validate the structure of your container images

datahub

JupyterHubs for use by Berkeley enrolled students

ds-assign

Author and distribute Jupyter notebook assignments

highway-env

An environment for autonomous driving decision-making

k8s-fah

Run folding@home on Kubernetes

ml-agents

Unity Machine Learning Agents Toolkit

ml-azuredatabricks

Collection of Machine Learning Examples for Azure Databricks

mlflow

Open source platform for the machine learning lifecycle

mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

OpenRepositoryScore

View and analyze GitHub community sentiment and health scores!

pyodide

The Python scientific stack, compiled to WebAssembly

pytorch-tutorials

Set of Jupyter notebooks as I go through https://cs230.stanford.edu/blog/pytorch/ and https://pytorch.org/tutorials/

railway-traffic-analysis

Analyzing 28k rows of railway traffic data

seldon-core

A framework to deploy, manage and scale your production machine learning to thousands of models

streetmix

Streetmix makes it easy for people to design public spaces together.

zeit-integration-scheduled-deployments

A Zeit Now integration to schedule your deployments!