bumbac's Stars
webgptorg/promptbook
Library to supercharge your use of large language models
FrancescaSrc/NLP-Speech-Recognition-project
NLP Project: DNN Speech Recognition for NLP Nanodegree with Udacity
DataTalksClub/mlops-zoomcamp
Free MLOps course from DataTalks.Club
Silvia-exe/Cellular_Automata_Pedestrians
Thesis project that models a cellular automata to simulate pedestrians in an emergency situation
bumbac/iterative-SOL
Numeric mathematics course on CTU inPrague 2021. Various iterative methods for finding solution to system of linear equations, using Julia.
bumbac/NP-problems
Course projects on various NP and NPH problems on CTU in Prague 2021. Knapsack problem with various approaches, analysis of effectivity and robustness. Instances generation and validation. Approximation algorithms (FPTAS) and advanced iterative methods (genetic algorithm, simulated annealing).
bumbac/PA2---object-programming
Semestral work in C++
bumbac/AI-Multi-agent-path-finding
Voluntary assignment for Artificial intelligence fundamentals course on CTU FIT.
bumbac/AI-Space-searc
Artificial intelligence fundamentals course, space search, first assignment
bumbac/AI-lost-robot-localization
bumbac/LSI-Vector-model
Web multimedia project on CTU in Prague 2021. Using matrix SVD decomposition create a model for finding similar articles in database. Process involves preprocessing with tokenization, stemmatization, indexing and similarity calculation using tf-idf index.
bumbac/BIG-Data-ELK
Big data project on CTU in Prague 2020. Evaluate dataset of road quality dataset (linescan) using ELK stack: Logstash for collecting and parsing in pipeline for ElasticSearch indexing and later data-visualization and analytics using Kibana. Apache Spark (distributed analytics engine) was used for preprocessing of dataset.
bumbac/VZD-ML
ML and data-science course on CTU in Prague 2020. Projects range from preprocessing, data analytics and visualization to prediction, clustering and dimensionality reduction.