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Coding Resources

Table of contents

  1. APIs
    1. General
  2. Back-end coding
    1. APIs
    2. Computer vision
    3. Dev ops
    4. Scraping
  3. Chat bots
    1. General
  4. FHIR
    1. General
  5. Front-end coding
    1. CSS
    2. Design
    3. Design frameworks
    4. JavaScript
    5. Prototyping
    6. ReactJS
    7. Static site generators
    8. Usability
    9. Visual tools
    10. Visualization
  6. Hosting
    1. General
  7. Machine learning
    1. General
  8. Open source
    1. AHRQ
    2. EHR
    3. FHIR
    4. General
    5. Machine learning
    6. NIH
    7. Synthea
  9. Python
    1. RegEx
    2. Utilities
    3. VS Code
  10. R
    1. Utilities

APIs

General

Link Description
Sheety Thousands of people are using Sheety to turn their spreadsheets into powerful APIs to rapidly develop prototypes, websites, apps and more.

Back-end coding

APIs

Link Description
Django Rest Framework Django REST framework is a powerful and flexible toolkit for building Web APIs.
Flask Flask is a lightweight WSGI web application framework. It is designed to make getting started quick and easy, with the ability to scale up to complex applications.

Computer vision

Link Description
Tesseract OCR Tesseract is an open source text recognition (OCR) Engine, available under the Apache 2.0 license.

Dev ops

Link Description
InterPlanetary File System (IFPS) NEWNo matter who you are or what you’re creating, you can be part of the movement to create the next generation of the internet. This site contains everything you need to start building using the InterPlanetary File System (IPFS) and pave the way for the future Web.

Scraping

Link Description
Scrapy Scrapy is a fast high-level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from data mining to monitoring and automated testing.
Webscraper.io Making web data extraction easy and accessible for everyone

Chat bots

General

Link Description
ChatterBot Machine learning, conversational dialog engine.
Microsoft Bot Framework Task-focused samples in C#, JavaScript and TypeScript to help you get started with the Bot Framework SDK.

FHIR

General

Link Description
patient.dev NEWEmpowering developers to be healthcare’s heroes.

Front-end coding

CSS

Link Description
Gutenberg NEWModern framework to print web pages correctly.

Design

Link Description
1-Line Layouts 10 Modern CSS layout and sizing techniques that highlight just how robust and impactful a single-line of styling code can be.
58 Bytes of CSS 58 bytes of CSS to look great nearly everywhere
Colormind Colormind is a color scheme generator that uses deep learning. It can learn color styles from photographs, movies, and popular art.
Coolors The super fast color schemes generator!
Divjoy The React codebase generator
Paaatterns Free collection of beautiful patterns for all vector formats

Design frameworks

Link Description
CMS Design System The design system is a set of open source design and front-end development resources for creating Section 508 compliant, responsive, and consistent websites.
Lit NEWSimple. Fast. Web Components.
LitElement A simple base class for creating fast, lightweight web components.
Shoelace A forward-thinking library of web components.
Tailwind CSS A utility-first CSS framework packed with classes like flex, pt-4, text-center and rotate-90 that can be composed to build any design, directly in your markup.
Tailwind UI Fully responsive HTML components, designed and developed by Adam Wathan and Steve Schoger.
U.S. Web Design System (USWDS) Components USWDS components are designed to set a new bar for simplicity and consistency across government services.

JavaScript

Link Description
Svelte Cybernetically enhanced web apps
Testing Javascript NEWLearn the smart, efficient way to test any JavaScript application.
Vue.js The Progressive JavaScript Framework

Prototyping

Link Description
Draw.io Wireframe and flowchart creation tool that allows for collaboration.
Figma Figma helps teams create, test, and ship better designs from start to finish.

ReactJS

Link Description
React Bootstrap Typeahead A React-based typeahead that relies on Bootstrap for styling and was originally inspired by Twitter’s typeahead.js. It supports both single- and multi-selection and is compliant with WAI-ARIA authoring practices.

Static site generators

Link Description
GitBook Document Everything! For you, your users and your team
HonKit HonKit is building beautiful books using GitHub/Git and Markdown.
Jamstack The modern way to build websites and apps that delivers better performance.
Jekyll Transform your plain text into static websites and blogs.
Loconotion NEWLoconotion is a Python script that parses a Notion.so public page (alongside with all of its subpages) and generates a lightweight, customizable static site out of it.
MkDocs Create a branded static site from a set of Markdown files to host the documentation of your Open Source or commercial project customizable, searchable, mobile-friendly, 40+ languages. Set up in 5 minutes.
React Static  
VuePress A Vue-powered static site generator.

Usability

Link Description
Usability.gov Improving the user experience

Visual tools

Link Description
PixiJS The HTML5 Creation Engine: Create beautiful digital content with the fastest, most flexible 2D WebGL renderer.
ct.js ct.js makes learning programming fun and game development easy by its visual tools, good docs and flexible, modular library.

Visualization

Link Description
visx visx is a collection of reusable low-level visualization components. visx combines the power of d3 to generate your visualization with the benefits of react for updating the DOM.

Hosting

General

Link Description
DigitalOcean Simple to launch in the cloud and scale up as you grow with an intuitive control panel, predictable pricing, team accounts, and more.
GitHub Pages Websites for you and your projects.osted directly from your GitHub repository. Just edit, push, and your changes are live.

Machine learning

General

Link Description
Cardea NEWCardea is a machine learning library built on top ofschemasthat support electronic health records (EHR). The library uses a number of AutoML tools developed underThe MLBazaar ProjectatData to AI Lab at MIT.

Open source

AHRQ

Link Description
MEPS Quick Reference Guides NEWFrom 1996-2015, household-reported medical conditions in MEPS were coded into ICD-9 codes, which were then collapsed into the broader Clinical Classification Software (CCS) codes created by the Healthcare Cost and Utilization Project (HCUP). Starting in 2016, medical conditions were coded into ICD-10 codes, then collapsed into CCS-Refined (CCSR) codes provided by HCUP.

EHR

Link Description
OpenEMR NEWOpenEMR is a Free and Open Source electronic health records and medical practice management application. It is ONC Certified and it features fully integrated electronic health records, practice management, scheduling, electronic billing, internationalization, free support, a vibrant community, and a whole lot more. It can run on Windows, Linux, Mac OS X, and many other platforms.
VistA NEWThis source tree contains patches, tests, and tools for VistA, the Veterans Health Information Systems and Technology Architecture. It is maintained by OSEHRA, the Open Source Electronic Health Record Alliance.

FHIR

Link Description
FHIR Schema Types NEWAn npm-published set of TypeScript definitions for Fast Healthcare Interoperability Resources (FHIR).

General

Link Description
DEB2 NEWDEB2 is a medication indication and adverse effect knowledgebase derived from five publicly available sources: the VAs National Drug File-Reference Terminology, MEDLINE, the US Food and Drug Administrations drug product labels (via the SIDER2 database), the MedlinePlus consumer health information website, and DrugBank, a manually-curated drug target database. All medications, indications, and adverse effects in DEB2 are represented using the RxNorm and SNOMED-CT terminologies.
MethaChart NEWThis is a small desktop app that automates the creation of dosing/pickup/delivery charts for medications. Originally designed for Methadone DWI regimens, MethaChart has been expanded with new form designs, support for more drugs, carry regimens, and a neat calendar date picker.

Machine learning

Link Description
Drug Side Effects Prediction Model NEWPharmaceutical drugs are important part of our daily lives. While some relieve symptoms, others help to cure disease or condition. However, these drugs also cause side effects ranging from mild to life threatening. These side effects could be caused by a single drug or due to interaction between 2 drugs. That is, some drugs produce undesirable side effects with intake of other drugs. This results in life threatening conditions and hospitalizations.

NIH

Link Description
Pillbox for Developers NEWPillbox’s primary data source (FDA drug labels) is complex and does not organize information based on individual pills. Additionally, there are very few pill images available in the source data. The Pillbox initative has focused on restructuring the source data, incorporating data from other related data sets, and creating a library of pill images.

Synthea

Link Description
Generic Module Framework Synthea contains a framework for defining modules using JSON. These JSON modules describe a progression of states and the transitions between them.

Python

RegEx

Link Description
What NEWIdentify anything.

Utilities

Link Description
Black The Uncompromising Code Formatter
pyenv Simple Python Version Management
pytest-django pytest-django is a plugin for pytest that provides a set of useful tools for testing Django applications and projects.
sodapy A python client for the Socrate Open Data API (CMS / Medicaid).
uts-rest-api This repository features code samples that show how to use the Unified Medical Language System (UMLS) Terminology Services REST API.

VS Code

Link Description
Getting Started with Python in VS Code NEWIn this tutorial, you use Python 3 to create the simplest Python “Hello World” application in Visual Studio Code. By using the Python extension, you make VS Code into a great lightweight Python IDE (which you may find a productive alternative to PyCharm).

R

Utilities

Link Description
ndc_map This script provides the drug class (or classes) from a given drug classification system (e.g. ATC) of each FDA National Drug Code (NDC), if any is available.