Pinned Repositories
active_learning_playground
Great examples of Active Learning. Experimentation with new approach for training ML models in less time and labelling resources. Also testing the performance gains compared to traditional approaches.
autoencoders_playground
Playing with several types of autoencoders with supervised, unsupervised and semi-supervised learning objectives.
embedrank_serving
A better working example of EmbedRank model for keyword extraction. Easy to setup using docker-compose.
multiclass_classification_using_prodigy_tutorial
In this tutorial I will show an example of multiclass text classification using prodigy and spacy.
QA_using_spacy_and_nmslib
English Quersion answering system with the use of search based on spacy english vectors
sentence_transformers_serving
A better working example of sentence-transformers for state-of-the-art sentence embeddings. Easy to setup using docker-compose.
sifrank_serving
A better working example of SIFRank and SIFRank+ models for keyword extraction. Easy to setup using docker-compose.
unsupervised_keyword_extraction
Unsupervised approach to keyword extraction
amld2020-workshop
This repo contains workshop material for Applied Machine Learning Days 2020 conference
school-of-ai
Notebooks for the school of AI with the lecture notes
AnzorGozalishvili's Repositories
AnzorGozalishvili/unsupervised_keyword_extraction
Unsupervised approach to keyword extraction
AnzorGozalishvili/sentence_transformers_serving
A better working example of sentence-transformers for state-of-the-art sentence embeddings. Easy to setup using docker-compose.
AnzorGozalishvili/sifrank_serving
A better working example of SIFRank and SIFRank+ models for keyword extraction. Easy to setup using docker-compose.
AnzorGozalishvili/multiclass_classification_using_prodigy_tutorial
In this tutorial I will show an example of multiclass text classification using prodigy and spacy.
AnzorGozalishvili/autoencoders_playground
Playing with several types of autoencoders with supervised, unsupervised and semi-supervised learning objectives.
AnzorGozalishvili/embedrank_serving
A better working example of EmbedRank model for keyword extraction. Easy to setup using docker-compose.
AnzorGozalishvili/QA_using_spacy_and_nmslib
English Quersion answering system with the use of search based on spacy english vectors
AnzorGozalishvili/active_learning_playground
Great examples of Active Learning. Experimentation with new approach for training ML models in less time and labelling resources. Also testing the performance gains compared to traditional approaches.
AnzorGozalishvili/AnzorGozalishvili
About me
AnzorGozalishvili/AnzorGozalishvili.github.io
Personal AI blog
AnzorGozalishvili/datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
AnzorGozalishvili/dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
AnzorGozalishvili/keep
AnzorGozalishvili/ocr-fileformat
Validate and transform various OCR file formats (hOCR, ALTO, PAGE, FineReader)
AnzorGozalishvili/school-of-ai
Notebooks for the school of AI with the lecture notes
AnzorGozalishvili/shap_iupac_name_generation_custom_model_inference
A game theoretic approach to explain the output of any machine learning model.
AnzorGozalishvili/Titanic_prediction
AnzorGozalishvili/Walmart-Recruiting---Store-Sales-Forecasting
Working repository for kaggle competition. Doing deep detailed analysis of Multivariate Time Series dataset, Building ML/DL models and Model Explainability..