galkowskim

hateful_memes_detection

Joint work on utilizing a combination of NLP and CV methods in implementing multimodal approaches to combat hate speech.

Diffusion-Image-Generation

Unconditional image generation - LSUN bedrooms datasets - DDPM, DDIM, PNDM.

RNN_SpeechCommands

Speech commands classification - audio signals - 10 speech classes, unknown and silence class.

CNN_CINIC10

CNN project. Image classification - 270k 32x32 pixel images in 10 classes, CINIC-10 dataset.

LogisticRegressionFromScratch

Logistic Regression implementation with 3 different optimizer algorithms: SGD, IRLS and Adam.

messenger_analysis_app

Project created during Visualization course at University

BHL7-Picipolo

students_helper

Application for students (designed to help them better organize their time and optimize the performance of monotonous tasks)

2022L-WB-AutoML

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

2022Z-DataVisualizationTechniques

📊 Data Visualization Techniques course for DS studies in Winter 2021/22

galkowskim/LogisticRegressionFromScratch

Logistic Regression implementation with 3 different optimizer algorithms: SGD, IRLS and Adam.

galkowskim/BHL7-Picipolo

galkowskim/CNN_CINIC10

CNN project. Image classification - 270k 32x32 pixel images in 10 classes, CINIC-10 dataset.

galkowskim/students_helper

Application for students (designed to help them better organize their time and optimize the performance of monotonous tasks)

galkowskim/Supervision2023

galkowskim/2022L-WB-AutoML

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

galkowskim/2022Z-DataVisualizationTechniques

📊 Data Visualization Techniques course for DS studies in Winter 2021/22

galkowskim/2023Z-AutoML

Automated Machine Learning course in Winter 2023/24

galkowskim/2024L-DSAdvancedML

galkowskim/academic_projects

galkowskim/aigames_route_availability

galkowskim/BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

galkowskim/Diffusion-Image-Generation

Unconditional image generation - LSUN bedrooms datasets - DDPM, DDIM, PNDM.

galkowskim/HiCoEx_research

A supervised learning model based on Graph Neural Network to predict gene co-expression from chromatin contacts

galkowskim/messenger_analysis_app

Project created during Visualization course at University

galkowskim/StudentsDataHack2022

Repository of our team for StudentsDataHack 2022 Hackathon

galkowskim/Transformers-Optimization