Kaggle Competition

Kaggle Galaxy ChallengePython

Winning solution for the Galaxy Challenge on Kaggle, using convolutional neural networks to classify galaxy morphologies.

open-solution-home-creditPython

An open-source machine learning solution for the Home Credit Default Risk Kaggle competition, providing reproducible code and experiments.

open-solution-data-science-bowl-2018Python

Open-source implementation of the winning solution for the 2018 Data Science Bowl Kaggle competition using PyTorch and U-Net.

open-solution-toxic-commentsPython

An open-source starter solution for the Kaggle Toxic Comment Classification Challenge, providing ready-to-use machine learning pipelines for detecting online harassment.

open-solution-salt-identificationPython

An open-source benchmark solution for the Kaggle TGS Salt Identification Challenge using semantic segmentation.

LSTM for Kaggle EEG Detection competition (Torch Code)Lua

Trains LSTM and CNN models for EEG-based grasp-and-lift detection using Kaggle competition data.

kaggle_acquire-valued-shoppers-challengePython

Feature generation code for the Kaggle Acquire Valued Shoppers Challenge, focusing on customer behavior prediction.

Kaggle Dogs vs. CatsPython

Code for the Kaggle Dogs vs. Cats image classification competition using deep learning.

open-solution-ship-detectionPython

An open-source solution for the Airbus Ship Detection Challenge, providing a benchmark and base for ship detection in satellite imagery.

kaggle-advertised-salariesPython

A machine learning solution for predicting job salaries from advertisements, developed for a Kaggle competition.

open-solution-googleai-object-detectionPython

An open-source solution for the Google AI Open Images Object Detection Challenge, providing a RetinaNet-based benchmark with experiment tracking.

kaggle-cifarPython

Code for the CIFAR-10 Kaggle competition using cuda-convnet for image classification.

Kaggle StackoverflowPython

Machine learning model that predicts whether Stack Overflow questions will be closed based on their content and metadata.

open-solution-value-predictionPython

An open-source machine learning solution for the Santander Value Prediction Challenge on Kaggle.

Training a Convnet for the Galaxy-Zoo Kaggle challenge(CUDA demo)Lua

A convolutional neural network solution for the GalaxyZoo galaxy classification challenge, achieving 9th place with a score of 0.08246.

Kaggle GenderPython

A machine learning project for discriminating gender based on handwriting samples from a Kaggle competition.

kaggle-accelerometerPython

Code for Kaggle's Accelerometer Biometric Competition, featuring scripts for data analysis and baseline predictions.

wiki challengePython

An implementation of Dell Zhang's solution to Wikipedia's Participation Challenge on Kaggle.

kaggle-bestbuy_bigPython

Code for the Best Buy competition at Kaggle, focusing on mobile contest big data analysis.