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2019

ade-extraction

NLP pipeline that extracts adverse drug reactions SmPC

bad-data-guide

An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

clinical-opensource-projects

A systematic review on clinical open source projects on GitHub for improving software reuse

commpycodes

A number of common used python functions to support data mining

deck-examples

deck.gl

WebGL2 powered geospatial visualization layers

deeplearning-examples

faas

OpenFaaS - Serverless Functions Made Simple for Docker & Kubernetes

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

incubator-superset

Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application

kepler.gl

keras

Deep Learning for humans

locate

LOCATE: A web application to link open-source clinical software with literature

lstm-talk

Talk on LSTM for anomaly detection @ Google Developers Group

mabnlp

A lightweight API-based clinical NLP

mabnlp-negation

material-components-web-react

Material Components for React (MDC React)

material-ui

React components that implement Google's Material Design.

medium-articles

Resources for the medium articles

medium-clone-on-node

link clinical open-source software to literature

mlflow

Open source platform for the machine learning lifecycle

mlflow-starter

an MLflow example for beginners

models

Models and examples built with TensorFlow

partisan-discourse

A web application that identifies party in political discourse and an example of operationalized machine learning.

pygam

[SEEKING FEEDBACK] Generalized Additive Models in Python

pygithub

Typed interactions with the GitHub API v3

react

A declarative, efficient, and flexible JavaScript library for building user interfaces.

react-learning-examples