https://github.com/kwokhing/yandexcatboost-python-demo

Demo on the capability of Yandex CatBoost gradient boosting classifier on a fictitious IBM HR dataset obtained from Kaggle. Data exploration, cleaning, preprocessing and model tuning are performed on the dataset

catboost data-analysis data-preprocessing data-science feature-selection gradient-boosting gradient-boosting-classifier one-hot-encode pandas pearson-correlation python python27 seaborn variance-analysis visualization yandex-catboost

Last synced: 09 Apr 2025

https://github.com/ocramz/record-encode

Generic encoding of record types

categorical-data categorical-features data-analysis data-mining data-science generic-programming machine-learning one-hot-encode preprocessing

Last synced: 14 Apr 2025

https://github.com/ltfschoen/aind2-cnn

classification convolutional-neural-networks deep-neural-networks global-average-pooling image-augmentation image-recognition keras loss-functions mlp model-architecture multi-layer-architecture multi-layer-perceptron one-hot-encode optimiser tensorflow testing training validation

Last synced: 28 Mar 2025

https://github.com/lintangwisesa/ml_sklearn_dummyvar_onehotencoder

Basic ML using Sklearn to save/load a model, split training & test dataset, create dummy variables and one hot encoder

joblib machine-learning one-hot-encode pickle sklearn

Last synced: 26 Feb 2025

https://github.com/ltfschoen/aind2-dl

AIND Jupyter Notebook to predict student admissions using Keras Neural Networks

categorical-cross-entropy cross-entropy data-cleaning error-functions keras-neural-networks loss-functions matplotlib-figures multi-layer-perceptron normalize one-hot-encode pandas-dataframes scatter-plot sigmoid splitting stochastic-gradient-descent training-set-generator

Last synced: 23 Feb 2025