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dsb_2018

Code for the Data Science Bowl 2018 competition on Kaggle

kaggle

My solution to Web Traffic Predictions competition on Kaggle.

kaggle_plasticc

Part of our solution to PLAsTiCC Kaggle challenge

kaggle_santa_2019

Solution for Kaggle Sant competition https://www.kaggle.com/c/santa-workshop-tour-2019/overview

kaggle_santa_21

Solution to Kaggle Santa 2021 Challenge

kaggle_santander_2019

kaggle_tgs

kaggle_trackml

Code for the TrackML competition on Kaggle

kaggledays_paris_2022

Slides for my presentation

libfm_in_keras

This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

metrics

Python implementation of machine learning metrics

nvidia-pcqm4mv2

Code of the NVIDIA winning solution to the 2nd OGB-LSC at the NeurIPS 2022 challenge with dataset PCQM4Mv2

p-hacking

stft_transformer

Code for STFT Transformer used in BirdCLEF 2021 competition.

test

tidy-data

Python code for Hadley Whickham's article on Tidy Data.

tsp_usa

wids