Language Breakdown
Lines of code distribution across 38 owned repositories
I-Shaped Developer
I-shapedSpecialist — deep expertise in Jupyter Notebook
Collaboration Network
Global Impact visualization
Repos
105
PRs
0
Growth
+18%
Top Collaborators
No collaborator data yet.
Coding Streak
Contribution activity over the past year
Caleb C. Vogt
@calebvogt
Sherry
@versey-sherry
Ofer Tchernichovski
@oferon
James Howe
@jamesrhowe
Libby Zhang
@el19yz
Top Repositories
Noise reduction in python using spectral gating (speech, bioacoustics, audio, time-domain signals)
Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.
A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.
Spectrograms, MFCCs, and Inversion Demo in a jupyter notebook
Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).
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.
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.
Latent and generative models of animal vocalizations for songbirds, mice, primates, humans, cetaceans, etc.
Feature and class visualization with deep neural networks in tensorflow. Contains deepdream, style transfer, receptive field visualization, convolutional filter visualization, etc.
Simple python algorithms for segmenting animal (songbird, mice) vocalizations into notes and syllables using Dynamic Thresholding and Continuity Filtering.
Open Source Impact
Contributions to external projects
No external contributions found.