geoffkip

NLP-Specialization

NLP Specialization (Natural Language Processing) made by deeplearning.ai

accrual

:exclamation: This is a read-only mirror of the CRAN R package repository. accrual — Bayesian Accrual Prediction

COVID19_AgentBasedSimulation

COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions

DELPHI

DELPHI: The Epidemiological model underlying COVIDAnalytics

COVID-19

COVID-19 Open Research Dataset Challenge (CORD-19)

ClinicalTrialSimulation

This repo consists of all the R code examples for the simulating adaptive clinical trials YouTube series by J. Kyle Wathen at

ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

ai-projects

Artificial Intelligence projects, documentation and code.

PyData_LA_2018

Added repo for PyData LA 2018 tutorial

ICIAR2018

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

python-wsi-preprocessing

Python Whole Slide Image Preprocessing

py-wsi

Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch sampling and storing using OpenSlide. Patches may be stored in LMDB, HDF5 files, or to disk. It is highly recommended to fork and download this repository so that personal customisations can be made for your work.

gdrive

Google Drive CLI Client

deep-histopath

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge

cord19q

COVID-19 Open Research Dataset (CORD-19) Analysis

python-fitbit

Fitbit API Python Client Implementation

chime

COVID-19 Hospital Impact Model for Epidemics

bert-sentiment

python-domino

Python bindings for the Domino APIs

Atlas

ATLAS is an open source software tool for researchers to conduct scientific analyses on standardized observational data

GeoMapping

ludwig_examples

Repo to try Uber's ludwig API for deep learning neural networks

home-credit-default-risk

Default risk prediction for Home Credit competition - Fast, scalable and maintainable SQL-based feature engineering pipeline

causallift

CausalLift: Python package for causality-based Uplift Modeling in real-world business

hoff-bayesian-statistics

R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"

notebooks

d6tflow

Python library for building highly effective data science workflows

d6tpipe

Push and pull data files like code

Python-for-Epidemiologists

Tutorial in Python targeted at Epidemiologists. Will discuss the basics of analysis in Python 3