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2019-ncov

Network-based Drug Repurposing for Human Coronavirus

awesome-cheminformatics

A curated list of awesome Cheminformatics libraries and software.

capital-bike-share-data-streamlit-web-application

It is a web app tutorial project made with streamlit, a ML web app tool. It has some super cool features that can eliminate the need of any web framework. So, a data scientist can focus entirely on the analytics part rather than worrying about managing frontend and backend with any sort of framework. Do check out this project!

code

Compilation of R and Python programming codes

deep-learning-for-drug-protein-interactions

A Python implementation for training a neural network for predicting drug-protein interactions using Keras and Tensorflow

deep-learning-practice---udemy

Udemy deep learning practice - courtesy for lazyprogrammer

demo-streamlit-heroku

drug-computing

Educational materials for, and related to, UC Irvine's Drug Discovery Computing Techniques course (PharmSci 175/275), currently taught by David Mobley.

drug-drug-interaction

Python package is for paper 'Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data'

drugstandards

Python tools for standardizing drug names to generic names.

insight_excercise_conversion

insight_streamlit_heroku

jupyter-tips-and-tricks

Using Project Jupyter for data science.

nlprov

A simple Python library developed by Johnson & Johnson's Advanced Analytics team that combines existing libraries for common Natural Language Processing tasks.

notebooks

Some sample IPython notebooks for scikit-learn

oddt

Open Drug Discovery Toolkit

repurpose

Reproducible drug repurposing: a Python-based framework for building drug-disease association classifiers

sadrat

Smart Adverse Drug Reaction Assessment Tools.

seaborn

Statistical data visualization using matplotlib

smiles-transformer

Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.

udemy-machine-learning-examples

LazyProgrammer Udemy Course Content

where-cycle

Automated pipeline that uses Citibike, NYC TLC, & Yelp data to map out ideal locations for Citibike expansion as people return to work & entertainment without covid-safe public transit

zip-code-to-county

The code that generates the zipcode to look up csv's based on government data. Dataset can be found here https://data.world/niccolley/us-zipcode-to-county-state