dadler6

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

google-research

Google Research

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

data

Data and code behind the articles and graphics at FiveThirtyEight

Cookbook

The Data Engineering Cookbook

ganhacks

starter from "How to Train a GAN?" at NIPS2016

papermill

📚 Parameterize, execute, and analyze notebooks

tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

pingouin

Statistical package in Python based on Pandas

openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

lstms_for_predictive_maintenance

LSTMS for Predictive Maintenance

MTAPI

JSON proxy server for the MTA's realtime New York City subway feed

nntimeseries

human-centered-machine-learning

Schedule and Syllabus for Human-Centered Machine learning.

augmented_cyclegan

PersonalizedMultitaskLearning

Code for performing 3 multitask machine learning methods: deep neural networks, Multitask Multi-kernel Learning (MTMKL), and a hierarchical Bayesian model (HBLR).

ddan

Deep domain adaptation networks (DDAN) library for Python with TensorFlow.

covariate-shift-adaption

An example of using a discriminator to correct for a difference in the distributions between the training and test data.

awesome-ml-fairness

Papers and online resources related to machine learning fairness

dana

DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)

py-kmm

A Python implementation of Kernel Mean Matching data reweighting algorithm

qual-code-visualizer

PassiveDataKit-Django

Django app supporting data collected by the Passive Data Kit libraries.

DCCA-keras-tensorflow

Deep Canonical Correlation Analysis - Implemented using the Keras functional API and tensorflow backend

github-lms

An open-source LMS which uses Github for authentication and content management

ubicomp-mental-health.github.io

Project page

tutorials

Repo for any tutorials I come across and complete