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2d-conduction-heat-parallel

2D Heat Conduction Simulation with Jacobi equation utilizing Parallel Processing through MPI, OpenMP and CUDA.

blocks-world

Artificial intelligence automated planning and scheduling.

california-housing-regression

Machine Learning and Deep Learning techniques for regression.

children_privacy_protection

Machine learning pipeline for hiding small children faces in pictures to conceal their identity and protect their privacy.

cnn-svhn-basic

Convolutional Neural Networks for classification with the SVHN dataset.

dense-vs-cnn

Fully-connected vs Convolutional neural networks for multi-class image classification

dnn-mnist-basic

Fully connected Neural Networks for classification with the MNIST database.

duplicate-questions-detection-lsh

Knowledge extraction through Data Analysis, including Locality Sensitive Hashing (LSH).

federated

A framework for implementing federated learning

federated-learning-lib

A library for federated learning (a distributed machine learning process) in an enterprise environment.

flower

Flower: A Friendly Federated Learning Framework

how_the_world_feels

Query News API for a topic and perform sentiment analysis.

image-classification-moment-invariants

Pattern recognition image classification using moment invariants.

image-classification-textural-features

Pattern recognition image classification using textural features.

linux-process-synchronization

Linux Process Synchronization and Communication using Semaphores and Shared Memory Segments.

linux-tlb-addressing

Translation of logical addresses to physical addresses, using translation lookaside buffer (TLB).

neural-template-gen

ns-3-stuff

My files and scripts regarding ns-3 simulator.

py7zr

7zip in python3 with ZStandard, PPMd, LZMA2, LZMA1, Delta, BCJ, BZip2, and Deflate compressions, and AES encryption.

recent-data-analysis-set-1

Data analysis and presentation for performance evaluation and comparison of a set of systems developed as part of the RE-CENT project.

simple_face_alignment

Simple face alignment algorithms evaluation.

simple_face_detection

Simple face detection algorithms evaluation.

simple_ids_with_flwr_dnp3

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Flower framework.

simple_ids_with_flwr_iec104

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Flower framework.

simple_ids_with_tff

Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the TensorFlow Federated framework.

spark-fraud-detection

Fraudulent job advertising analysis and detection using Spark, PySpark and Python Machine learning.

sparselsh

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

string-matching

String matching and edit stistance in DNA strings in Molecular Biology problems.

string-pattern-search

String k-mer pattern search in DNA strings in Molecular Biology problems.

templates_to_language_evaluation

Evaluation of and comparison between different models for natural language sentence generation from from structured data