Michalina Janik's repositories
Book_Genre_Classification
The machine learning model to classify a given book's sample text to an accurate class(Fantasy, Fiction, History, Novel)
3_PI_Klient
RSI_3_Lista
3_PI_Serwer
RSI_3_Lista
3_PI_Utilities
RSI_Lista_3
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.
Boston_Crimes_Data_Preparation
Preparing .csv file for data warehouse creation. The topic is "Boston Crimes"
Checkers
The checkers game
CSP_AI
CSP solver for binary and futoshiki puzzle
DenoiseAutoEncoder
Auto Encoder architecure for anomaly detection
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.
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.
Mining_Web_Data_1
Exercise from a class mining Web Data at NUS
Regularization_Choice_Process_DLModel
The project examines the best choice of the regularization functions to achieve the besst accuracy of a DL model
SingingVoiceTranscription
a singing voice transcription system (SVT) for songs, a system that help you convert singing voice in audio into note-level notations. This assignment contains 3 sections: 1. Building necessary components for the system, 2. The entire transcription workflow, 3. Some extension questions.
TravelSalesmanProblem
Travel Salesman Problem solved by using methods Branch and Bound (B&B) as well as by a Beam Search (B&S).
Variable_Choice_Process_MLModel
A ML project focuses on input variables choice, to achievie the best accuracy of the model