melaniab

ml_course

Course "Practical Introduction to Machine Learning with Python" at Sofia University

fmi-wall-e

Wall-e for FMIcodes hachaton 2019

spacy-pipeline-bg

Bulgarian spaCy natural language processing pipeline

java-job-market-IR

Comparative analysis of Sofia and San Francisco's job markets for Java developers, using information retrieval techniques over scraped job offers from Jobs.bg and Indeed.com. Coursework for Information Retrieval @ Sofia University, fall 2018/2019.

junction2019

part of code for junction

thesis

Master thesis project: Using structured information from tags for book recommendations

customer_happiness

Foundamentals of Data Science project @University of Amsterdam, fall 2017

fuzz-blood-pressure

Fuzzy classification of blood pressure types for Fuzzy sets and applications course @ Sofia University

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

news-clustering

Project for Data Mining course at @ Sofia university

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

quora_kaggle_competition

Code for Quora Kaggle in-class competition @University of Amsterdam, fall 2017/1018.

ranlp_rec_sys

Overview on NLP techniques for content-based recommender systems for books

RANLP_Summerschool_material

rasa_nlu

💬 Open source library for natural language understanding with intent classification and entity extraction - DIY NLP for chatbots

setlist-fmi

sklearn-crfsuite

scikit-learn inspired API for CRFsuite

ted_talks

Exploratory data analisys and modelling of the TED talks dataset: https://www.kaggle.com/rounakbanik/ted-talks.

UVA_AML17

Assignments for 2017 AML course @ UvA