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arelle

Arelle open source XBRL platform

change-search

A Beautiful Soup scrapper for web site change.org

colabs

d3examples

Examples of interactive graphics using d3.js

data_science_workbench

A data science enviornment for Ubuntu 14.04 server and desktop

deoldify2

A Deep Learning based project for colorizing and restoring old images (and video!)

docs

TensorFlow documentation

experiments

Demos of interesting data science / ml issues

facefusion-mod.pinokio

Pinokio install mod

fonts

fuzzywuzzy

Fuzzy String Matching in Python

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

house-prices-advanced-regression-techniques

Predict sales prices and practice feature engineering, RFs, and gradient boosting. Details: https://www.kaggle.com/c/house-prices-advanced-regression-techniques

metavoice-src

AI for human-level speech intelligence

mining-the-social-web

The official online compendium for Mining the Social Web (O'Reilly, 2011)

ml_class

code for my O'Reilly masterclass videos

musicquant-lib

Music data mining and algorithms for audio feature extraction, signal processing and machine learning techniques on large corpuses of music that provide an automated framework for the creation and playback of original music in many styles via artificial intelligence. MusicQuant library as shown in the Algorithmic Art and Music Composition meetup group http://bit.ly/1zP0ael

mytube

Cocoa YouTube Application

pyabs

Useful functions to analyze Asset Backed Securities deals

pycatrisk

Code to rate tail risk (cat) using 100 years of public data. Using pandas, MC simulations, and classification/regression models, this hybrid quant/ml model suits various insurance risks (tail risk) with publicly available data. Vectorization of categorical features could improve loss ratios, outperforming GLMs. No actuaries needed!

pycon-apac-2017-keynote

My keynote presentation at PyCon APAC 2017 in Kuala Lumpur, Malaysia

pycon2012

Files for PyCon 2012

pydata-book

Materials for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pyethapp

r-bank-project

R Project

r_class

repository for R assignments

r_experiments

r_tests

scattered-scatterplot

Code examples for the introductory d3.js workshop, "From Scattered to Scatterplot"

sieve.ai

Designed for recruiters, Our AI-powered platform can filter out top resumes of the stack

slides

Public talks by Machinalis