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ab-testing-framework

Performance Benchmarks for min sample size & tests of acceptance on OEC (overall evaluation criteria)

bidding_ad_optimization_module

Module to predict prob. of a browser's conversion based on PVSVR & CPA

building-custom-lemmatizer

Building a custom Lemmatizer to plug in to the TF-IDF and other Information Retrieval problems

creating-custom-job-feeds-for-linkedin

Building relevant job feeds based on TF-IDF(custom written on uni-grams) , lemmatization and other NLTK constructs

custom-distance-function-for-typos-in-hand-generated-datasets-with-qwery-keyboard

Building a custom distance function for typographical errors - particularly with the QWERTY keyboard

data-mining-pro

Creating scripts to automate all the near-boring part that comes between data preparation & start of modelling

experiments-in-data-mining

So how much is your Linkedin network worth ? Exploring useful data from Linkedin

finddupes

flask

A microframework based on Werkzeug, Jinja2 and good intentions

generating-synthetic-weblogs-with-selenium

hello-world

kaggle-avazu

kaggle_yandex

Initially written for Yandex competition hosted at kaggle

mapreduce-with-pyspark

Repo to host code for scaling up native python code with Map reduce in Python

mincemeatpy

Lightweight MapReduce in python

multipolyfit

A multivariate polynomial regression function in python

performance-aggregation-platform---learning-in-near-real-time

play_store_scraper

Scraps the play store for app information.

predict_malfunction_components

predicting_wine_quality

python

scripts in python for some specific use, for instances measuring in learning to rank

pywfm

pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM

quora-challenges

redshift-udfs

SQL for many helpful Redshift UDFs, and the scripts for generating and testing those UDFs

sampling-techniques

Initially developed for Kaggle's Expedia contest

scraping-with-scrapy-in-python

A baby problem in scraping in python

scrapy-linkedin

Using Scrapy to get Linkedin's person public profile.

utilities