NickleDave
ML, AI; behavior + cog + neuro. Open + inclusive science. Pythonista. He/him (they's ok too). Habla espanglish y baila salsa y bachata a medio tiempo.
@vocalpy Charm City
Pinned Repositories
BEST-data-science-short-course
Short course in scientific computing and data science sponsored by the Atlanta BEST program.
ML-comparison-birdsong
Comparison of machine learning algorithms applied to classification of elements of birdsong
songdkl
automated quantitation of vocal learning in the songbird
thrillington
Replication of "Recurrent models of visual attention", Mnih et al. 2014
visual-search-nets
neural network models of visual search behavior
acoustic-communication-and-bioacoustics-bootcamp
Acoustic Communication and Bioacoustics Bootcamp for GRC NMAC 2024
crowsetta
A tool to work with any format for annotating vocalizations
vak
A neural network framework for researchers studying acoustic communication
vocalpy
A core package for acoustic communication research in Python
tweetynet
Hybrid convolutional-recurrent neural networks for segmentation of birdsong and classification of elements
NickleDave's Repositories
NickleDave/visual-search-nets
neural network models of visual search behavior
NickleDave/evfuncs
Functions for working with files created by the EvTAF program and the evsonganaly GUI
NickleDave/NickleDave
NickleDave/birdsong-recognition-dataset
Functions for working with this data repository: https://figshare.com/articles/BirdsongRecognition/3470165
NickleDave/autoencoded-vocal-analysis
Modeling animal vocalizations with variational autoencoders
NickleDave/avn
Package for zebra finch song analysis
NickleDave/documents
US-RSE Organizational Documents
NickleDave/from-python-to-numpy
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
NickleDave/MoUSE
NickleDave/MoUSE-GUI
NickleDave/ms-tcn
NickleDave/nicholdav-info
Personal web site, a fork of minimal mistakes: https://github.com/mmistakes/minimal-mistakes
NickleDave/nicholdav.info
html for blog, built from a separate repo
NickleDave/pawpy
NickleDave/python-acoustics
A Python library aimed at acousticians.
NickleDave/python-package-guide
scientific Python package recommendations & guidance curated by pyOpenSci
NickleDave/pytorch-unet
Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation
NickleDave/pytorch_linear_rnn
Implementations of various linear RNN layers using pytorch and triton
NickleDave/research-software-dev-modules
NickleDave/resources
Resources from Published Papers
NickleDave/SAIBS
NickleDave/scipy_proceedings
Tools used to generate the SciPy conference proceedings
NickleDave/segeval
SegEval Segmentation Evaluation Package
NickleDave/squeakout
SqueakOut: Autoencoder-based segmentation of mouse ultrasonic vocalizations
NickleDave/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
NickleDave/usvseg_python
Python implementation of USVSEG, a GUI-based script for robust segmentation of rodents' ultrasonic vocalizations
NickleDave/vak
a neural network toolbox for animal vocalizations and bioacoustics
NickleDave/WCS_Song_WAV_data
Song clips from Marantz recordings for dialect reference
NickleDave/website
Navidrome's documentation website
NickleDave/zebra-finch-song-dataset
https://people.bu.edu/timothyg/song_website/index.html