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aixedu-workshop

bertsemanticsimilarity

BERT mondel used to compute semantic similarity between sentences and pick the best guess in a multiple choice task

boston-housing-dataset

Data science project involving three main Machile Learning algorithms compare on a regression task, i.e. predicting prizing of apartments in Boston

churn

The project involved the use of a Machine Learniing algorithm, ie XGBoost, for the prediction of churn Rate of clients.

data-science-european-educational-attainment

Exploratory study of data collected from EU countries (1992 to 2021) about the percentage of population by educational attainment level, sex and age. The analysis combine Python coding techniques with SQL datasets

depreussion

few-shot-fantasy-character-generation

In this project a Large Larguage Model (LLM) is prmpted to generate novel fictional character that could come out of The Lord of The Ring or a Dungeons and Dragons adventure.

k-armed-bendits

In this project, it is examined how to solve a k-armed bandit problem using Open-AI gym environment.

keyedalike

In this project the BERT model was used for the task of extracting keywords in a domain-specific scenario. More specifically, a custom dataset will be used to identify statistical terms in a corpus generated from 8 academic textbooks.

lighthouse

ngramtextgeneration

Generate text using N-gram language model rained on text corpus

optimum-benchmark

A unified multi-backend utility for benchmarking Transformers and Diffusers with full support of Optimum's hardware optimizations & quantization schemes.

ricercamente

Open source project that aims to trace the history of data science through scientific research published over the years

toxic-comment-classification

Work In Progress