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awesome-list-machine-learning-healthcare

A list of awesome resources on the application of machine learning in healthcare

aws0

This is a demo

bcss

Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourcing enables convolutional segmentation of histology images. Bioinformatics. 2019. doi: 10.1093/bioinformatics/btz083

coursera-deep-learning

My notes / works on deep learning from Coursera

experiment

falcon9

Data Science Professional Capstone Project

flask-change-microservice

Small Flask Microservice that makes the change

flask-ml-azure-serverless

Deploy Flask Machine Learning Application on Azure App Services

gcp-flask-ml-deploy

This is a project to auto-deploy with an ML payload

genome-deep-learning

gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

gpt4free

decentralising the Ai Industry, just some language model api's...

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-tutorials

Overview and tutorial of the LangChain Library

mec-mini-projects

nucls

NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation

pancancer_survival_analysis

patientlevelprediction

An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

prompt-patterns

Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt

pycon_2017

Fantastic Data and Where To Find Them: An introduction to APIs, RSS, and Scraping

radar

A tool to perform comprehensive analysis of high-dimensional radiomic datasets

stockmarketanalytics

survivalnet

Deep learning survival models

swin-unet

The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

tensorflow_macos

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

worddetectornn

Detect handwritten words (neural network based).