A collection of various deep learning architectures, models, and tips

Repository supporting the training and evaluation of a multimodal neural network for prognostic modeling of soft tissue sarcoma patient outcomes

A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)

Examples of matplotlib codes and plots

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Interact with the DeepSearch platform for new knowledge explorations and discoveries - Peter Starr IBM

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

This is Andrew NG Coursera Handwritten Notes.

Unifying Generative Autoencoder implementations in Python

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression, multi-objec…

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

All Algorithms implemented in Python

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Nvidia Semantic Segmentation monorepo

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

Segmentation of kidneys on MRI in Autosomal Dominant Polycystic Kidney

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

Code used in the paper "CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation"

pdf, py, and jupyter notebook files for https://pythonhealthcare.org/

Addressing the Discrepancy Between Radiology Report Labels and Image Labels