ML's repositories
run_submit
10 * (3folds + 4folds) * lgb
amazonaccess
Amazon Employee Access Challenge
Default_Loan_Prediction
Code for Kaggle's Default Loan Prediction - Imperial College London challenge.
Feature-Selection
Features selection algorithm based on self selected algorithm, loss function and validation method
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
featuretools
automated feature engineering
Hyperopt-Keras-CNN-CIFAR-100
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. Monitoring with TensorBoard. Other visualizations available.
ijcai-2018
ijcai-2018 top1 solution
ipython
ipython notebooks for machine learning, code behind work at the blog
kaggle-homesite
Home Insurance competition on Kaggle for predicting conversions.
kaggle-homesite-1
Top15 Model for Kaggle-Competition "Homesite Quote Conversion"
Loan_Default_Prediction
This is the Python Code for the submission to Kaggle's Loan Default Prediction by the ID "HelloWorld"
missingno
Missing data visualization module for Python.
Projects
My personal projects. Check them out!
run_submit_2
10 * (3folds + 4folds) * lgb
Santander-Customer-Satisfaction
Kaggle competition by Santander Bank.
santander_2016
The 3rd place solution for Santander Customer Satisfaction competition
sdsj2018-automl
Materials for Data Science Journey 2018: AutoML Competition
StackNet
StackNet is a computational, scalable and analytical Meta modelling framework
StudyMaterials
This repository is a one-stop-shop for Data Science and Machine Learning Study Materials compiled from various platforms.
TalkingData
TalkingData AdTracking Fraud Detection Challenge
toolAlgorithm
Common used algorithm
xgbfi
XGBoost Feature Interactions & Importance