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3_machines_flow_problem

3_pi_klient

RSI_3_Lista

3_pi_serwer

RSI_3_Lista

3_pi_utilities

RSI_Lista_3

a_star_algorithm

artificalbeecolony

bayes_classification

bee_bot

An assignment of creating a hardware and software for a bee bot with user-friendly interface to control robot movement. The specific description of the project is included into .docx file

blazorecommerce

Code for the online course "Make an E-Commerce Website with Blazor WebAssembly in .NET 6" on Udemy.

book_genre_classification

The machine learning model to classify a given book's sample text to an accurate class(Fantasy, Fiction, History, Novel)

boston_crimes_data_preparation

Preparing .csv file for data warehouse creation. The topic is "Boston Crimes"

checkers

The checkers game

chess_position_evaluator

csp_ai

CSP solver for binary and futoshiki puzzle

dataminingexercise

deep-fake-detection-in-face-images

denoiseautoencoder

Auto Encoder architecure for anomaly detection

directedgraph

docplex_optimization_solver

Solution contains three optimization problems solved wwith a DOCPLEX library, SSP, Inspection Problem, Squared Assignment Problem

follow_liner_bot

An assignment about creating a robot which follows the shortest path from a given point "A" to another point "B" on the map(graph). It stops whenever it senses an obstacle and continues only if the obstacle has been deleted.

genetic_algorithm_1

get_smart

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

iosspotify

logic_regression

matrix_utility

particle_swarm_optimization

projekt_jezyki_skryptowe

regularization_choice_process_dlmodel

The project examines the best choice of the regularization functions to achieve the besst accuracy of a DL model

rsi_7