kowallskiy Goto Github PK

algorithms

analysis

cardiovascular-disease-risk-prediction

Data analysis and prediction

ci_cd_test

Automated linear regression CI/CD pipeline for training and deployment

currency_converter

Converts USD into requested currency

deep_learning_fastai

dice_roll_generator

Extremely simple program. You input the number of dice you want to roll and receive a result.

easy_maze

The progam looks for a way out of the maze

feature_engineering

Implemented various feature engineering techniques on the 'global_data_on_sustainable_energy' dataset

financial-language-model

Language model based on GPT2 and trained on financial data

first-project-blackjack

This is a project I made 14 days after I started learning Python

learning_sql

machine_learning_playground

Playing with traditional machine learning methods using scikit-learn library

madewithml

mitigate_catastrophic_forgetting

Implementation of EWC, L2F, MCL, and SI algorithms

ml_deployment_flask

movies_data_analysis

Practicing 'groupby' function in Pandas

multi_task_bert_model

Production-ready implementation of Multi-Task Learning for BERT

neural-network-from-scratch

pandas_exercises

poker

Heads-up Texas Holdem against AI

recommendation_system_with_database

Implementation of Collaborative Filtering, Content-based Filtering, Hybrid Filtering and NCF with PostrgreSQL database

reinforcement_learning

Collection of RL projects showcasing various algorithms and implementations

seaborn_visualization

Implemented a few techniques from the Seaborn documentation to visualize the dataset differently

sql_data_cleaning

Data cleaning after web scraping using SQL

the_basics_of_blockchain

tic_tac_toe

Just another simple project

tik_tok_sql_analysis

Practicing SQL

web_scraping

Retrieved information on random topics from Wikipedia, and applied Pandas to transform raw Wikipedia content into structured, usable data.

world_data_analysis

Just playing with data and learning Pandas. The data covers a wide range of indicators and attributes of countries worldwide