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2018dsb

2018 Data Science Bowl 2nd Place Solution

asap-sas

ASAP-SAS source code for competition

criteo

A potential 22nd rank solution to Criteo Labs Display Advertising Challenge on Kaggle

data-science-bowl-2018

DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery

data_science_bowl_2018

My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton

display-advertising-challenge

Criteo/Kaggle Competition of CTR prediction

dsb_2018

Code for the Data Science Bowl 2018 competition on Kaggle

jjj-asap-sas

kaggle

Containing codes of participation in Kaggle competitions.

kaggle-1

My solution to Web Traffic Predictions competition on Kaggle.

kaggle-2014-criteo

kaggle-avazu

kaggle-avito

https://www.kaggle.com/c/avito-context-ad-clicks/forums

kaggle-carvana-image-masking-challenge

Fixed repo ready to run

kaggle-competition-favorita

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

kaggle-outbrain

Companion repository to blog posts http://dsnotes.com/post/2017-01-27-lessons-learned-from-outbrain-click-prediction-kaggle-competition/ and http://dsnotes.com/post/2017-02-07-large-data-feature-hashing-and-online-learning-part-2/

kaggle-porto-seguro

2nd Place Solution for Kaggle Porto Seguro's Safe Driver Prediction

kaggle-project-list

Summary of my projects on kaggle

kaggle-quora-dup

Solution to Kaggle's Quora Duplicate Question Detection Competition

kaggle-recruit-restaurant

:trophy: Kaggle 8th place solution

kaggle-rrv-25th

Recruit Restaurant Visitor Forecasting 25th place solution

kaggle-seeclickfix-ensemble

Prize winning solution to the SeeClickFix contest hosted on Kaggle, developed by teammates Bryan Gregory and Miroslaw Horbal. The purpose of the contest was to train a model (as scored by RMSLE) using supervised learning that will accurately predict the views, votes, and comments that an issue posted to the www.seeclickfix.com website will receive. My teammate and I used this ensemble code base to combine our top ranked individual models to create a prize-winning solution, defeating >500 other teams and winning a prize of $1,000.

kaggle-seeclickfix-model

Prize-winning solution for Kaggle contest "SeeClickPredictFix". The purpose of the contest was to train a model (as scored by RMSLE) using supervised learning that will accurately predict the views, votes, and comments that an issue posted to the www.seeclickfix.com website will receive. This code developed by me uses a segment based ensemble to generate predictions for the 3 targets (views, votes, and comments). My teammate and I used this model in combination with his to create a winning model for the contest, defeating >500 other teams and winning a purse of $1,0000.

kaggle-statoil-iceberg-classifier-challenge

kaggle-talkingdata

TalkingData AdTracking Fraud Detection Challenge

kaggle-talkingdata-adtracking-fraud-detection

TalkingData AdTracking Fraud Detection Challenge

kaggle-text-norm-ru

Text Normalization Challenge - Russian Language (silver medal winner). Check my coding style by: best_v2.py

kaggle-text-normalization-challenge-russian-language

kaggle-toxic_comment

Code for Kaggle Jigsaw Toxic Comment, 34th / 4551 (Top 1%) Solution

kaggle_101

Some work on Kaggle data for fun