Repository Index

A database of paths that represent the mechanism of action from a drug to a disease in an indication.

• ncats-translator

Code repository for The Automation Ahead series, showcasing practical examples for GenAI-driven automation in investments. Each installment dives into specific tools, techniques, and use cases to help professionals assess and apply GenAI effectively.

• data-science
• deep-learning
• finance
• financial-data

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

• epigenomics
• pattern-search
• data-visualization
• interactive-machine-learning

Various Jupyter notebooks about Common Crawl data

• jupyter-notebook
• common-crawl
• aws-athena
• webarchiving

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

• fine-tuning
• vgg16
• resnet18
• densenet121

Open Matrix (OMX)

• omx
• matrix-data
• open-data
• travel-modeling

Deep learning model for single-cell inference of multi-omic profiles from a single input modality.

• single-cell
• scrna-seq
• scatac-seq
• deep-neural-networks

The repository host gives no description.

A simple data project for Steam data

• steam
• steam-data
• steam-api
• python

Deciphering cell-cell communication from spatially resolved transcriptomic data at single-cell resolution with subgraph-based attentional graph neural network

Compiles Transportation Speed and Ridership Data

A GTFS-based data transit network data standard suitable for dynamic transit modeling.

A coding exercise: let's convert dirty machine learning code into clean code using a Pipeline - which is the Pipe and Filter Design Pattern applied to Machine Learning.

GTFS Data Pipeline for TfNSW Bus Datasets

• gtfs
• gtfs-static
• gtfs-realtime
• tfnsw