ilias-ant

pydatagovgr

A Pythonic client for the official https://data.gov.gr API.

hyperspectral-images

Processing of HSIs: spectral unmixing and classification.

adversarial-validation

A tiny framework to perform adversarial validation of your training and test data.

tf-notify

Want to get notified on the progress of your TensorFlow model training? Enter, a TensorFlow Keras callback to send notifications on the messaging app of your choice.

recommender-systems

Implementing various Recommender Systems.

fashion-mnist-classification

Using MLPs and CNNs to classify Fashion-MNIST items.

pyclimb

A library to easily convert climbing route grades between different grading systems.

x-ray-abnormality-detection

An attempt at the Bone X-Ray Deep Learning Competition (Stanford ML Group).

american-alpine-club-articles

Kaggle dataset: American Alpine Club articles - climbing accidents and major new climbs.

toxic-spans-detection

An attempt at SemEval 2021 Task 5: Toxic Spans Detection.

ilias-ant.github.io

My personal website.

entity-resolution-with-monetdb

A proof-of-concept entity resolution approach, with Tensorflow, inside a MonetDB.

smo-from-scratch

Implementing Sequential Minimal Optimization algorithm from John C. Platt's 1998 paper.

ilias-ant

pairing-functions

A collection of pairing functions

adversarial-validation-demo

Code for article https://ilias-ant.github.io/blog/adversarial-validation/.

keyset-pagination-demo

A nit comparison between offset-based pagination and keyset pagination.