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hninthant's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

collaborative-deep-learning-for-recommender-systems icon collaborative-deep-learning-for-recommender-systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

datasets icon datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

deep_learning_recsys icon deep_learning_recsys

Deep Learning for Recommender Systems - Master Thesis, Current Results and Architecture

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

drl4recsys icon drl4recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

flutter icon flutter

Flutter makes it easy and fast to build beautiful apps for mobile and beyond

fullstack-course4 icon fullstack-course4

Example code for HTML, CSS, and Javascript for Web Developers Coursera Course

greek-electric-load-forecasting-ipto icon greek-electric-load-forecasting-ipto

This repo contains the code for my postgraduate thesis dealing with Short-term Load Forecasting, predicting the electric load demand per hour in Greece, developed in R, RStudio, R-markdown and R-Shiny using daily load datasets provided by the Greek Independent Power Transmission Operator (I.P.T.O.). A presentation of the thesis' results can be found at the following website:

ippd icon ippd

Mao Tan, Siping Yuan, Shuaihu Li, Yongxin Su, Hui Li, Feng He, Ultra-short-term industrial power demand forecasting using LSTM based hybrid ensemble learning, IEEE Trans. on Power System, 2019, doi:10.1109/TPWRS.2019.2963109.

kerasgru4rec icon kerasgru4rec

Keras implementation of GRU4Rec session-based recommender system

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