A collection of study materials for OMSCS CS7641 Machine Learning.

grmonty: relativistic Monte Carlo code

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

The 2018 LifeCLEF bird identification task baseline system.

streamline acoustic analysis in R

A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions

Code for searching the www.xeno-canto.org bird sound database, and training a machine learning model to classify birds according to their sounds.

Apache Druid: a high performance real-time analytics database.

Birdsong classification in noisy environments with Convolutional Neural Networks implemented in Keras Deep Learning library for the BIRDCLEF 2016 competition. Can be fine-tuned to arbitrary audio c…