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Jamie Shaffer's Projects

birds icon birds

Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.

counting-fish icon counting-fish

Leveraging neural nets and deep learning to count fish passing through a fish ladder

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

fire-and-trees icon fire-and-trees

Machine learning and statistical analysis of tree outcomes following forest fires

keras-idiomatic-programmer icon keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

lstm_chem icon lstm_chem

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

projects_circle icon projects_circle

Public repository of materials for workshops and projects sponsored by the Projects Circle

simclr icon simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

traffic_collisions_viz_team icon traffic_collisions_viz_team

Public repository containing the Data Visualization Team's materials for the Traffic Collisions Project, administered by the Projects Circle

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