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Laboratory exercises using advanced software tools for neural network simulation for the "Neural Networks and Intelligent Systems" course - National Technical University of Athens 2020-21.

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Neural-Networks-and-Intelligent-Systems

A repository for Neural Networks and Intelligent Systems Course (9th Semester, Y Flow) in ECE NTUA

Lab 1: Supervised Learning in UCI Machine Learning Dataset

Lab 2: Unsupervised Learning in Carnegie Mellon Movie Summary Corpus

Lab 3: Deep Learning on CIFAR-100, using Convolutional Neural Networks and Transfer Learning techinques

Lab 4: Reinforcement Learning to improve agent's reward on popular ATARI Games

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Laboratory exercises using advanced software tools for neural network simulation for the "Neural Networks and Intelligent Systems" course - National Technical University of Athens 2020-21.

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