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1c_sale

My take on solving the Predict Future Sales challenge on Kaggle

aml_news_detection

Identification and classification of news related to money laundering

churn

Churn problem solution

customer_order_prediction

Predicting placing an order in the next 30 days

define_poverty

My take on solving the Costa Rican Household Level Poverty Prediction challenge on Kaggle

evidential_deep_learning

This repository contains a demontstration of how to build, train and evaluate a neural network capable of measuring epistemic uncertainty as proposed by the authors of Evidential Deep Learning to Quantify Classification Uncertainty

fraud_detector

Fraud Detection Autoencoder

huggingface_model_experiments

lstm_regression

mvcnn_training

Training a Multi-View Convolutional Neural Network

p_solution

logistic regression

plmomo

# Polish Mortality Monitoring System

protein_finder

My take on the Human Protein Atlas Image Classification Kaggle competition.

scifi_book_generator

The purpose of this project is to build a decoder only transformer architecture from scratch and train it to autogenerate SciFi stories based on transcripts from pulp magazines.

star_wars_image_generator

The purpose of this project is to build a Denoising Diffusion Probabilistic Model and train it to generate images of Star Wars characters.

who_survives

My take on the Titanic: Machine Learning from Disaster challenge on Kaggle