GeoRouv/Berkeley-CS-188-AI-pacman

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2
Language
Python
License
MIT License
Created about 6 years ago
Updated over 2 years ago

GeoRouv/Berkeley-CS-188-AI-pacman

GeoRouv

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🕹️ AI Techniques to play the famous game "PacMan"

3D-snake

🐍 The classic snake game implemented in my own way

pneumonia-detection

🎈 A two-headed classification model to detect pneumonia using neural networks and traditional machine learning.

Jupyter Notebook

image-elements-detection

🔭 Several image processing techniques to detect corners-edges and isolate image elements.

Jupyter Notebook

caesar-cipher

🤴 In cryptography, a Caesar cipher, also known as Caesar's cipher, the shift cipher, Caesar's code or Caesar shift, is one of the simplest and most widely known encryption techniques.

ACM-sigmod-2017-contest

🏅 N-gram queries over dynamic datasets.

credit-card-validator

💳 Takes in a 16-digit credit card number from a common credit card vendor (Visa, MasterCard, American Express, Discover) and validates it to make sure that it is a proper number.

RNA-folding

🧬 Zuker: An RNA secondary structure prediction algorithm

Jupyter Notebook

RMSD

📐 Implementation of the c-RMSD and d-RMSD algorithms

Jupyter Notebook

digit-recognizer

🔍 An image classifier to recognize handwritten digits.

Jupyter Notebook

pima-indians-classification

🪓 Predict whether or not a patient has diabetes, based on certain diagnostic measurements included in the dataset

delivery-fee-calculator

🚚 A simple flask app for calculating delivery fees

selective-overhead-mirroring

📂 This mirroring system consists of a series of web-based programs that all achieve the desired file transfer.

image-enhancement

🚀 Multiple processing techniques to analyze and enhance images

Jupyter Notebook

covid19-model

📈 Examination of the impact of COVID-19 spread by using a custom epidemiological model.

Component Pascal

country-from-IP-lookup

🏴‍☠️ Find the country that IP is registered in.

simple-discussion-forum

✍🏼 An automated creation of a simple discussion forum where you can choose how to print a thread or more.

distributed-fault-tolerant-kv-database

⚖️ A simple version of a distributed, fault-tolerant, Key-Value (KV) database (or store), with a few tweaks.

chip-seq-analysis-replication

🔬 A replication of ChiP-Seq analysis from an experiment regarding gene induction and repression during terminal erythropoiesis that are mediated by distinct epigenetic changes

game-of-life

🌌 The Game of Life, also known simply as Life, is a cellular automaton devised by the British mathematician John Horton Conway in 1970.

UTF16-to-UTF8

🔁 A simple converter

attica-highway-simulation

🛣️ A simulation of Attica Highway(one direction)

GeoRouv

Homepage template

IKA-site-rebuild

🏢 Recreated and upgraded the site of the Greek Social Insurance Institute.

iris-flower-classification

🌼 Classify the different species of the Iris flower.

text-classification

📰 Text classification of news articles using different classification methods

TP-residues-classifier

⚗️ Classifying residues of transmembrane proteins using a custom Seq2Seq model.

Jupyter Notebook

single-cell-data-analysis

🧫 A data analysis pipeline that accepts as input a single-cell synthetic dataset

Jupyter Notebook

2D-spatial-queries

🗺️ Five simple utilities that implement spatial queries in two-dimensional space

UTF8-to-UTF16

🔁 Another simple converter!

automated-zombie-apocalypse-minigame

🧟 A project in OOP programming in order to practice "new" and "delete" operators, copy constructor functions, "this", inheritance, and virtual functions.