John's repositories
everything
An index of all our open-source data, analysis, libraries, tools, and guides.
aiexperiments-bird-sounds
Thousands of bird sounds visualized using machine learning.
bat-country
A lightweight, extendible, easy to use Python package for deep dreaming and image generation with Caffe and CNNs.
deep-fonts
Generate fonts using deep learning
GazeReader
A Matlab GLM framework for point process modeling of gaze fixations.
GradientDescentExample
Example demonstrating how gradient descent may be used to solve a linear regression problem
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
kaggle-melbourne-seizure-prediction
Kaggle - Melbourne University AES/MathWorks/NIH Seizure Prediction 2016 competition - predict seizures in long-term human intracranial EEG recordings
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
probability_cheatsheet
A comprehensive 8-page probability cheatsheet that covers a semester's worth of introduction to probability.
scikit-learn-videos
IPython notebooks from the scikit-learn video series
spherecluster
Clustering routines for the unit sphere
syncological
A detailed look at the synchronization and neural code precision of gamma oscillations
VisualStimulusParadigms
Psychtoolbox paradigms used for intraoperative experiments