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2021l-wb-book

2021l-wb-rashomonml

2021l-wum

2021z-datavisualizationtechniques

📊 Data Visualization Techniques course for DS studies in Winter 2020/2021

2022l-wb-xic

⚙️ Case Study course for DS studies in Spring 2021/22

ashap-for-xg-model

This repository contains codes for analysis of football xG (eXpected Goals) model with aSHAP (aggregated SHAP) values. The project was created during summer internship at MI2 DataLab.

big-data-system-cryptocurrencies

This repository contains results of the project during Big Data Analytics course at WUT

bigdata-project-crypto

Analysis of cryptocurrencies values wrt. NLP of articles.

cloudcomputing-gcp-cloud-run-project

All scripts related to the cloud run used in the Cloud Computing project 1.

daftacademy-python_levelup-spring2021

Daftcode Python LevelUp course - spring 2021

dalex-aggregated-shap-and-kernelshap-extensions

moDel Agnostic Language for Exploration and eXplanation --- extending implementation with aggregated SHAP values

detecting-cyberattacks-with-machine-learning-model

The final project created during Cybersecurity course at Data Science studies at MiNI, Warsaw University of Technology.

dl-project1-cnn-cifar-10

Codes for the Deep Learning project 1 about CNNs on CIFAR-10.

dl-project2-lstm-speech-to-text

Codes for the Deep Learning project 2 about speech to text with LSTM.

dl-project3-gan-lsun-bedroom

Codes for the Deep Learning project 3 about training GAN for LSUN bedroom dataset.

ecml-pkdd-2023-effects-of-data-balancing

edgaro

Explainable imbalanceD learninG compARatOr - Engineering Thesis Project

explaining-knowledge-graphs-with-llama-2

Describe knowledge graphs with Llama 2

featureselectionchallangeadvancedml

The implementation of the project for Advanced Machine Learning classes during the Data Science course at MiNI, WUT

glocal-explanations-of-xg-models

Reproducible codes of the paper: "Glocal Explanations of Expected Goal Models in Football"

hotel-booking-system-www

The final project created during Web Application course at Data Science studies at MiNI, Warsaw University of Technology.

imbalanced-benchmarking-set

Imbalanced benchmarking set

inverse-search-engine-for-pdf-files

The final project created during Java course at Data Science studies at MiNI, Warsaw University of Technology.

iterativereweightedleastsquares

master_thesis

mi2-prace-dyplomowe

Find out more at: http://mi2.mini.pw.edu.pl/

mini-posters

Plakaty z obron prac dyplomowych na MiNI PW

ml-on-graphs-tmdb

The project created during the Machine Learning on Graphs course.

neural-network-miowad

The project created during Computational Intelligence course at Data Science studies at MiNI, Warsaw University of Technology.

nlp-2023w

The repositiory for open source solutions designed and deleoped during NLP course conducted by Anna Wróblewska @ Warsaw University of Technology