jw15 Goto Github PK

atom-keyboard-shortcuts

A list of keyboard shortcuts for the Atom text editor

aws_scripts

Repository of useful scripts and instructions for using AWS

churn_predictor

Predicting churn for ride-sharing company using random forest, XGBoost, gradient boost

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-residual-networks

Deep Residual Learning for Image Recognition

diabetic-retinopathy-code

Code for the Kaggle competition http://www.kaggle.com/c/diabetic-retinopathy-detection

ds30_6

Data Science in 30 minutes with Jess from Quantopian

flask_fastai_cnn

Flask app wrapper for convolutional neural network (CNN) model covered in lesson 2 of the fast.ai deep learning MOOC

fraud-detection

Detecting fraud for an online commerce business using random forest, boosting

high-res-neural-inpainting

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

imagemagick-identify-parser

A Python 2.x utility to parse text output from the ImageMagick Identify tool and convert to JSON, XML and iRODS

just-enough

Just enough X to poke yourself in the eye -- a collection of cheatsheets on computer topics

jw15.github.io

kaggle_invasive_species

Identification of images containing invasive species using convolutional neural networks

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

lessons-learned-data-science-interviews

Lessons learned the hard way through over 30+ data science interviews

mlearntut

Machine learning tutorial

opencv

Open Source Computer Vision Library

probabilistic-programming-intro

Introduction to probabilistic programming using PyMC3

pyldavis

Python library for interactive topic model visualization. Port of the R LDAvis package.

pyspark-boilerplate

A boilerplate for writing PySpark Jobs

recommendation-systems

restful_api_swift

simple_web_app

spark-install

Installation guide for Apache Spark + Hadoop on Mac/Linux

spark-talk

Materials for Spark talk at Big Data & Analytics Learning Series

startbootstrap-thumbnail-gallery

A Bootstrap thumbnail gallery template created by Start Bootstrap

stats-shortcourse

The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.

stats-shortcourse-1

The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.

terminal-mac-cheatsheet

List of my most used commands and shortcuts in the terminal for Mac