SofoSt

solarcode

B-Plus-Tree

💾🌳Implementation of a generic 2-field disk file, with B+ indexing. The file system is based on a BlockFile library.

NNs-for-Autoencoding-and-Classifying-Images

🖼️📈Implementation of an Auto-Encoder, and a Classifier based on the encoder, with ultimate goal to classify images. Built using Python and the Keras API.

Vectors-Similarity-Search-and-Clustering

🗂️⏳LSH, Hypercube and Clustering algorithms for vectors, written in C++

B-Plus-Tree

💾🌳Implementation of a generic 2-field disk file, with B+ indexing. The file system is based on a BlockFile library.

Image-Similarity

🏝💻Comparing images of the MNIST dataset in order to determine their similarity, in their original size, as well as in reduced spaces. Implementation of classifier, autonecoder, EMD metric and clustering algorithms.

NNs-for-Autoencoding-and-Classifying-Images

🖼️📈Implementation of an Auto-Encoder, and a Classifier based on the encoder, with ultimate goal to classify images. Built using Python and the Keras API.

solarcode

Hackathon - apps4athens - 1st place

Vectors-Similarity-Search-and-Clustering

🗂️⏳LSH, Hypercube and Clustering algorithms for vectors, written in C++

SofoSt/Image-Similarity

🏝💻Comparing images of the MNIST dataset in order to determine their similarity, in their original size, as well as in reduced spaces. Implementation of classifier, autonecoder, EMD metric and clustering algorithms.

SofoSt/solarcode

Hackathon - apps4athens - 1st place

SofoSt/B-Plus-Tree

💾🌳Implementation of a generic 2-field disk file, with B+ indexing. The file system is based on a BlockFile library.

SofoSt/NNs-for-Autoencoding-and-Classifying-Images

🖼️📈Implementation of an Auto-Encoder, and a Classifier based on the encoder, with ultimate goal to classify images. Built using Python and the Keras API.

SofoSt/Vectors-Similarity-Search-and-Clustering

🗂️⏳LSH, Hypercube and Clustering algorithms for vectors, written in C++