T. J. Eckleburg's repositories
python-patterns
A collection of design patterns/idioms in Python
bayesian-belief-networks
Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
colorcet
A set of useful perceptually uniform colormaps for plotting scientific data
cs231n.github.io
Public facing notes page
mpitutorial
MPI programming lessons in C and executable code examples
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
cv-tricks.com
Repository for all the tutorials and codes shared at cv-tricks.com
EPIJudge
EPI Judge - Preview Release
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fma
FMA: A Dataset For Music Analysis
gym
A toolkit for developing and comparing reinforcement learning algorithms.
imagenet
Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Insight_NLPBasics_Workshop
A repo with files used for a workshop on the basics of NLP for the 18B Insight Data Science Fellowship in NYC
kafka-cookbook
Chef cookbook for Kafka
kafka-python
Python client for Apache Kafka
kafka-streams-machine-learning-examples
This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, DeepLearning4 and other technologies.
Neural-Networks-Demystified
Supporting code for short YouTube series Neural Networks Demystified.
pyhyp
pyHyp generates volume meshes from surface meshes using hyperbolic marching.
pythonds
Problem Solving with Algorithms and Data Structures using Python
rl-cheatsheet
RL Notation and Pseudocode for Udacity's MLND program
tech-interview-handbook
💯 Algorithms study materials, behavioral content and tips for rocking your coding interview
tensorflow
Computation using data flow graphs for scalable machine learning