olekscode/AdvancedProgramming-FinalProject

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Created almost 7 years ago
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olekscode/AdvancedProgramming-FinalProject

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Examples-PCA-tSNE

Some examples of using PCA and t-SNE for dimensionality reduction in Python and R

Jupyter Notebook

MLNeuralNetwork

Multi-layer neural network implemented in Pharo

UkrainianOCR

A database of printed Ukrainian charcters, including the script for data generation

Jupyter Notebook

MLNeuralNetwork-Doc

Documentation for MLNeuralNetwork - the object-oriented implementations of artificial neural networks in Pharo

PillarSublimeSyntax

Pillar syntax highlighting in Sublime Text

IdentifierNameSplitter

A tool for splitting identifier names into separate words, numbers, and symbols. For example, 'aName_AST42:' gets separated into 'a', 'Name', '_', 'AST', '42', and ':'

Function

Reification of a mathematical function as an object. Allows function arithmetics and function composition.

TeachingPython

Presentations and other resources to help teaching Python programming in Ukrainian schools

AdventOfCode2018

My solutions to the puzzles of the Advent of Code 2018

SparseMatrix

My implementation CSR - Compressed Sparse Row and CSIR - Compressed Sparse (lower triangle) Row sparse matrix formats

Flashcards

Flashcards for learning words in a foreign language based on a Leitner System

IntrinsicsAVX

Implementation of several algorithms using Intel AVX intrinsic instructions

MasterThesis

A copy of my Master's thesis migrated from Inria's GitLab

Booklet-SVD-PCA-tSNE

A booklet about object-oriented implementations of SVD, PCA, and t-SNE in Pharo

CovidAnalysis

A setup for COVID-19 data analysis in Pharo

SemanticClustering

Semantic clustering of source code of Pharo projects, packages, classes, and methods using TF-IDF and t-SNE

CohenSutherland

Graphical implementation of the Cohen–Sutherland algorithm

TinyBlog

Following the TinyBlog tutorial: http://files.pharo.org/books-pdfs/tinyblog-tutorial/2016-02-18-tinyblog-tutorial.pdf

SourceCodeDataCollector

A small tool for collecting data from source code of projects written in Pharo

TwitterGeotag

Mapping tweets that contain a given hashtag

Jupyter Notebook

DataFrame-Paper

Towards Exploratory Data Analysis for Pharo - an IWST-2017 paper

Power2TheWiki

Final project for the Mining Massive Datasets course at UCU.

Jupyter Notebook

miss-abms-firemen