ilias-ant
Machine Learning Engineer @ Agroknow MSc in Data Science @ AUEB BSc in Mathematics @ NKUA
@agroknowAthens, Greece
Pinned Repositories
adversarial-validation
A tiny framework to perform adversarial validation of your training and test data.
american-alpine-club-articles
Kaggle dataset: American Alpine Club articles - climbing accidents and major new climbs.
fashion-mnist-classification
Using MLPs and CNNs to classify Fashion-MNIST items.
hyperspectral-images
Processing of HSIs: spectral unmixing and classification.
pyclimb
A library to easily convert climbing route grades between different grading systems.
pydatagovgr
A Pythonic client for the official https://data.gov.gr API.
recommender-systems
Implementing various Recommender Systems.
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.
toxic-spans-detection
An attempt at SemEval 2021 Task 5: Toxic Spans Detection.
x-ray-abnormality-detection
An attempt at the Bone X-Ray Deep Learning Competition (Stanford ML Group).
ilias-ant's Repositories
ilias-ant/pydatagovgr
A Pythonic client for the official https://data.gov.gr API.
ilias-ant/hyperspectral-images
Processing of HSIs: spectral unmixing and classification.
ilias-ant/adversarial-validation
A tiny framework to perform adversarial validation of your training and test data.
ilias-ant/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.
ilias-ant/recommender-systems
Implementing various Recommender Systems.
ilias-ant/fashion-mnist-classification
Using MLPs and CNNs to classify Fashion-MNIST items.
ilias-ant/pyclimb
A library to easily convert climbing route grades between different grading systems.
ilias-ant/x-ray-abnormality-detection
An attempt at the Bone X-Ray Deep Learning Competition (Stanford ML Group).
ilias-ant/american-alpine-club-articles
Kaggle dataset: American Alpine Club articles - climbing accidents and major new climbs.
ilias-ant/toxic-spans-detection
An attempt at SemEval 2021 Task 5: Toxic Spans Detection.
ilias-ant/ilias-ant.github.io
My personal website.
ilias-ant/entity-resolution-with-monetdb
A proof-of-concept entity resolution approach, with Tensorflow, inside a MonetDB.
ilias-ant/smo-from-scratch
Implementing Sequential Minimal Optimization algorithm from John C. Platt's 1998 paper.
ilias-ant/ilias-ant
ilias-ant/pairing-functions
A collection of pairing functions
ilias-ant/adversarial-validation-demo
Code for article https://ilias-ant.github.io/blog/adversarial-validation/.
ilias-ant/keyset-pagination-demo
A nit comparison between offset-based pagination and keyset pagination.