Pinned

1. ProgrammingWithLLMs ProgrammingWithLLMs Public

   This repository contains an engineering thesis that tests the ChatGPT-4 language model in machine learning tasks (document in Polish).

2. GameFrozenLake-in-CSharp-with-QLearningAgent GameFrozenLake-in-CSharp-with-QLearningAgent Public

   This project is a C# implementation of the popular game "Frozen Lake" and an AI agent that can play the game using the Q-learning algorithm. The game consists of a grid of tiles, some of which are …

   C#

3. TravellingSalesmanProblem-in-PolishVoivodeships TravellingSalesmanProblem-in-PolishVoivodeships Public

   This project uses python-tsp and geopandas library to find the shortest path between district cities within chosen voivodeships in Poland, it also provides a map visualization of the solution. Scri…

   Jupyter Notebook 1

4. FlappyBird-ReinforcmentLearning FlappyBird-ReinforcmentLearning Public

   This project implements an agent for playing the FlappyBird game in a browser using the Deep Q-Network (DQN) algorithm from the stablebaselines3 library. The agent is trained to learn the optimal a…

   Jupyter Notebook 1

5. K-Means-Clustering-Implementation K-Means-Clustering-Implementation Public

   This repository contains an implementation of the K-Means clustering algorithm in Python. K-Means is an unsupervised machine learning algorithm that finds clusters in an N-dimensional space. The im…

   Jupyter Notebook

6. Ai-Stock-Forecast-Using-LSTMs Ai-Stock-Forecast-Using-LSTMs Public

   Our goal in this project is to use Long Short-Term Memory (LSTM) to predict the future stock prices of the AI company.

   Jupyter Notebook