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Tim Sainburg's Projects

a-python-package icon a-python-package

Example open source Python package with many of the fixings for PyPI publication

avgn icon avgn

A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.

avgn_paper icon avgn_paper

Latent and generative models of animal vocalizations for songbirds, mice, primates, humans, cetaceans, etc.

birdbrain icon birdbrain

A library for viewing songbird brain atlases (European starling, Canary, Zebra finch, Pigeon, Mustached bat)

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

curriculum_vitae icon curriculum_vitae

My Curriculum Vitae, generated in Python via Jinja from JSON fields into HTML. http://timsainburg.com/pages/cv.html

cv icon cv

My YAML cv and resume.

gaia icon gaia

Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained explicitly on interpolations to promote convexity and better latent interpolations.

morphs icon morphs

Code for my morph project and analysis

motionmapperpy icon motionmapperpy

Modified Python 3.0 implementation of MotionMapper (https://github.com/gordonberman/MotionMapper)

multicamera_acquisition icon multicamera_acquisition

Synchronized machine vision acquisition across multiple cameras using an arduino (Supports FLIR and Basler)

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