Name: Edgar Y. Walker
Type: User
Company: @walkerlab
Bio: Neuroscience and machine learning researcher. Assistant Professor (@walkerlab) at the University of Washington. Passionate teacher.
Twitter: eywalker
Location: Seattle, Washington
Blog: https://eywalkerlab.com
Edgar Y. Walker's Projects
Simple Analysis and visualization of patch clamp electrophysiology data in Python
ECMAScript 6 Tutorial
The official code repository for examples in the O'Reilly book 'Generative Deep Learning'
Notebooks as I work through the book Generative Deep Learning (by David Foster, O'Reilly 2019)
Gated Graph Sequence Neural Networks
Fabric library for Docker GPU deployment
Pytorch Implementation for Graph Convolutional Neural Networks
A collection of utility functions to send notifications via various methods (e.g. email, slack, twitter, etc)
DataJoint pipeline for IBL project
Monstrous identifier icon creation
Data Loader for ImageNet
an imagenet example in torch.
Docker container for running iTorch complete with iTorch notebook capability.
Docker container for running Jupyter Notebook for Python development
Reference deployment of JupyterHub with docker
The acquisition architecture
A fully functional local AWS cloud stack. Develop and test your cloud apps offline!
Docker container with vanilla lua
Testing environment for lua package creation
Lucid library adapted for PyTorch
Course material for "Deep Learning in Neuroscience" offers as part of Lviv Data Science Summer School 2021.
Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies
Whole bunch of miscellaneous stuff that still needed to be kept...
Experimental modifications to sorting toolchain in at-core
Models built with TensorFlow
Mixture of Kalman filter model for spike sorting (using split & merge EM)
Dynamic website for MSTP abstract book info collection
MySQL API for MATLAB with support for BLOB objects
MATLAB Live Script demo of working with NWB 2.0 neurodata