Ivan STEPANIAN's repositories
from-scratch-linear-regression
Implementation from scratch of linear regression compared with models from scikit-learn. Datasets used: https://archive.ics.uci.edu/ml/datasets/Combined+Cycle+Power+Plant, https://archive.ics.uci.edu/ml/datasets/Bike+Sharing+Dataset.
from-scratch-neural-networks
Implementation of a feed-forward neural network from scratch, compared with a Tensorflow model. Datasets used: MNIST (20x20 px, http://yann.lecun.com/exdb/mnist/), CIFAR-10 (https://www.cs.toronto.edu/~kriz/cifar.html)
hadoop-mapreduce-examples
A project displaying examples of MapReduce jobs, using the "Remarkable Trees of Paris" dataset (https://opendata.paris.fr/explore/dataset/arbresremarquablesparis/information/, 2015 version). The HiveQL query equivalents of the MapReduce jobs are described in HIVE.md.
GitHubXEfreiLinux
A public test repository for a GitHub presentation with EfreiLinux
advent-of-code-2023
My answers for advent of code 2023
akka-nwnr-abd-implementation
A robust concurrent NWNR Atomic K-V Register implementation using the ABD algorithm, built from scratch using Akka/Java -- Includes a visualisation with a Message Sequence Chart using the d3.js library d3-message-sequence (https://github.com/koudelka/d3-message-sequence/) by Michael Shapiro (under MIT License).
c-huffman-tree
An implementation of an Huffman tree text compressor/decompressor in C
container-loading-problem
Heuristics and visualisation for the container loading problem using Python
dev.to
A repo for holding my dev.to posts, to allow me to keep them n source control and easily deploy them
from-scratch-logistic-regression
Implementation from scratch of logistic regression compared with other models using scikit-learn. Datasets used: Practice Loan Dataset (https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii/), MNIST (28x28 px, http://yann.lecun.com/exdb/mnist/)
movie-tabler
A simple Python script to generate a table with summary information about movies stored in a folder (using their title)
novu-headless-socket-notification-received
The open-source notification infrastructure with fully functional embedded notification center
scala-examples
Experimentation in Scala as part of a Cloud architecture-building course