lazavgeridis

Comparing-Vector-Space-Representations-for-Images

Reducing MNIST image data dimensionality by extracting the latent space representations of an Autoencoder model. Comparing these latent space representations to the default MNIST representation

Crime-Data-Exploration

Crime Data Exploration for Boston,Massachusetts: plots, location clustering(KMeans), folium maps for incidents

Deep-Learning-Review

Dynamic-Time-Warping

Time-series classification using dtw

Image-Neural-Network-Autoencoding

Using keras to build an Autoencoder trained on MNIST and then utilizing the pre-trained Encoder to construct a CNN for classifying images.

LunarLander-v2

Implementation of reinforcement learning algorithms for the OpenAI Gym environment LunarLander-v2

mddgan

Implementation of my B.Sc. Thesis titled "MddGAN : Multilinear Analysis of the GAN Latent Space".

Neural-Style-Transfer

Implementation of the paper "A Neural Algorithm of Artistic Style" in TensorFlow

NN-search-and-Clustering-on-MNIST

Testing the effectiveness of Approximate k-NN search with LSH and Hypercube on MNIST. Also, implemented k-medians++ for the same dataset.

OS-projects

Projects of the Operating Systems course

lazavgeridis/LunarLander-v2

Implementation of reinforcement learning algorithms for the OpenAI Gym environment LunarLander-v2

lazavgeridis/mddgan

Implementation of my B.Sc. Thesis titled "MddGAN : Multilinear Analysis of the GAN Latent Space".

lazavgeridis/Deep-Learning-Review

lazavgeridis/Comparing-Vector-Space-Representations-for-Images

Reducing MNIST image data dimensionality by extracting the latent space representations of an Autoencoder model. Comparing these latent space representations to the default MNIST representation

lazavgeridis/Dynamic-Time-Warping

Time-series classification using dtw

lazavgeridis/Crime-Data-Exploration

Crime Data Exploration for Boston,Massachusetts: plots, location clustering(KMeans), folium maps for incidents

lazavgeridis/Image-Neural-Network-Autoencoding

Using keras to build an Autoencoder trained on MNIST and then utilizing the pre-trained Encoder to construct a CNN for classifying images.

lazavgeridis/Neural-Style-Transfer

Implementation of the paper "A Neural Algorithm of Artistic Style" in TensorFlow

lazavgeridis/NN-search-and-Clustering-on-MNIST

Testing the effectiveness of Approximate k-NN search with LSH and Hypercube on MNIST. Also, implemented k-medians++ for the same dataset.

lazavgeridis/OS-projects

Projects of the Operating Systems course

lazavgeridis/Sentiment-Analysis