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andaag-scikit_helpers

My personal tools for working with scikit/ML

arachnado

Web Crawling UI and HTTP API, based on Scrapy and Tornado

autologin-middleware

Scrapy middleware for the autologin

autopager

Detect and classify pagination links

berkeley-ds-tutorial

A subset of the IPython in-depth tutorial for a discussion with the Berkeley DS8 team

clicksecurity-data_hacking

Click Security Data Hacking Project

crepe

Character-level Convolutional Networks for Text Classification

datasets

My datasets - Original data or Aggregated / cleaned / restructured existing datasets. Released here under Creative Commons B

deepwhales

digit-classifier

A single handwritten digit classifier, using the MNIST dataset. Implemented through Artificial Neural Networks in python. A convolutional neural network implmentation in tensorflow is kept in separate branch (this one is under construction).

dolaameng-fun_with_kaggle

dolaameng-tutorials

different types of tutorials, such as machine learning, image processing and etc.

ellisonbg-talk-2014-strata-sc

My talk at Strata 2014 in Santa Clara, CA

facebook-v

Cleaned code of the winning submission

fasttext

Library for fast text representation and classification.

formasaurus

Formasaurus tells you the type of an HTML form and its fields using machine learning

hoag

Hyperparameter optimization with approximate gradient

imagesimilarity

Given a new image, determine if it is likely derived from a known image.

jse_okcupid

Journal of Statistical Education Paper on Using OkCupid Data for Data Science Courses

large-scale-data-analysis

PyCon 2016

largevis

libpmk

Tools for computer vision experiments, including a fast implementation of the pyramid match algorithm.

liuxinyu95-algoxy

Book of Elementary Algorithms and Data structures

maybedont

A component that tries to avoid downloading duplite content

mediseg

Models for Medical Segmentation

mlss_2015

Material for open source machine learning practical

page-compare

Simple heuristic for measuring web page similarity (& data set)

pg_bow_demo

Image Classification using Bag of Words and Spatial Pyramid BoW

pgm

pokemongo-api-demo

Pokemon Go API Demo