Projects in Awesome Lists by SavinRazvan
A curated list of projects in awesome lists by SavinRazvan .
https://github.com/savinrazvan/attention
Visualize BERT's attention mechanism with a user-friendly script. Input text with a masked token, predict the masked word, and generate attention diagrams to understand BERT's focus. Ideal for AI enthusiasts and NLP researchers.
ai attention-mechanism bert cs50 data-visualization harvard-cs50 masked-language-model natural-language-processing nlp python transformer
Last synced: 10 Jan 2025
https://github.com/savinrazvan/minesweeper
An AI for playing Minesweeper, utilizing propositional logic and knowledge-based inference to identify safe cells and mines. The AI learns from the game's state to make informed decisions.
ai algorithmic-puzzles educational-project game-ai knowledge-based-inference logical-reasoning minesweeper propositional-logic puzzle-solver python
Last synced: 03 Apr 2025
https://github.com/savinrazvan/image_similarity
Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image retrieval and duplicate detection.
computer-vision convolutional-neural-networks cosine-similarity deep-learning feature-extraction image-comparison image-processing image-similarity keras pre-trained-models python vgg16
Last synced: 26 Mar 2025
https://github.com/savinrazvan/tictactoe
An AI that plays Tic-Tac-Toe using the Minimax algorithm, ensuring it always wins or draws. Demonstrates optimal decision-making and game logic implementation.
ai algorithmic-game-theory board-games educational-project game-ai game-development minimax-algorithm optimal-decision-making pygame python tic-tac-toe unbeatable-ai
Last synced: 27 Feb 2025
https://github.com/savinrazvan/knights
A Python program that solves Knights and Knaves logic puzzles using propositional logic and model-checking algorithms. Determine the truthfulness of characters based on their statements to solve these classic logic puzzles.
ai algorithmic-puzzles educational-project game-theory knights-and-knaves logic-puzzles logical-reasoning model-checking propositional-logic puzzle-solver python raymond-smullyan
Last synced: 27 Feb 2025
https://github.com/savinrazvan/degrees
A program that computes the "degrees of separation" between two actors by identifying the sequence of movies connecting them, inspired by the Six Degrees of Kevin Bacon game. Uses IMDb-based datasets for actors, movies, and their relationships.
actor-connections ai data-analysis degrees-of-separation educational-project graph-theory imdb movie-database python six-degrees-of-kevin-bacon
Last synced: 27 Feb 2025
https://github.com/savinrazvan/heredity
An AI that assesses the likelihood of genetic traits in individuals using a Bayesian Network to analyze family genetic data, modeling genetic inheritance and mutations to infer probabilities of gene presence and trait expression.
ai bayesian-network biological-data-analysis data-analysis educational-project family-genetics genetic-inheritance genetic-traits heredity mutation-modeling probability-calculation python
Last synced: 27 Feb 2025
https://github.com/savinrazvan/traffic
This project aims to develop a neural network using TensorFlow to classify traffic signs from images, utilizing the German Traffic Sign Recognition Benchmark (GTSRB) dataset.
ai cnn data-augmentation data-preprocessing deep-learning gtsrb image-recognition machine-learning model-evaluation model-training opencv tensorflow traffic-sign-classification
Last synced: 27 Feb 2025
https://github.com/savinrazvan/pagerank
This project implements the PageRank algorithm to rank web pages by importance using two approaches: a sampling method with the Markov Chain random surfer model and an iterative method with a recursive mathematical expression.
alogrithm convergence data-science graph-theory iterative-methods markov-chain mathematical-modelling pagerank pagerank-algorithm python random-surfer-model recursive-algorithm sampling-methods search-engine simulation web-crawling
Last synced: 27 Feb 2025