geoffkip

ide-best-practices

Best practices for working with Databricks from an IDE

build-your-own-gpt

Repository for the AMLD 2024 Workshop "At the cutting edge of Generative AI - Unravel the Secrets of GPT and Build Your Own Model"

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

mlops-stacks

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

e2e-mlops

[DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template

bagging_to_bert

NLP-with-LLMs

Natural Language Processing with Large Language Models

DLTFpT

Deep Learning with TensorFlow, Keras, and PyTorch

resources

A collection of resources for learning and research.

kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

Can-You-Find-The-Tumour

Identifying tumours in breast mammograms using semantic segmentation in Tensorflow 2.0.

CovEWS

The COVID-19 Early Warning System (CovEWS) is a real-time early warning system for assessing individual COVID-19 related mortality risk.

ct-volume-preprocessing

End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

BBS-causality-training

2021 Causality Training by the Basel Biometric Section of the Austro-Swiss Region of the International Biometric Society

AI-for-Medicine-Specialization

AI for Medicine Specialization - Coursera offered by deeplearning.ai

AI-for-Medicine-Specialization-deeplearning.ai

[Coursera] AI for Medicine Specialization by "deeplearning.ai".

DICOM-CNN

Convolutional neural network solution for deep learning from DICOM images

lungmask

Automated lung segmentation in CT

registers

A Data Package which is a database of public and private registers of clinical trials.

ctrdata

Aggregate and analyse information on clinical trials from public registers

sktime

A unified framework for machine learning with time series

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

embedder

Embed categorical variables via neural networks.

PheCAP

https://celehs.github.io/PheCAP/

datefinder

Find dates inside text using Python and get back datetime objects

grapenlp-core

Grammar engine native code along with Swig interfaces for Java and Python

med7