Discover rojinakashefi/Pacman-AI Open Source project

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Python
Created almost 3 years ago
Updated about 2 years ago

rojinakashefi

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Fundamental of AI course which focuses on search, multiagents, mdp and reinforcement learning algorithms.

DeepLearningSpecialization

Fundamental of deep learning : Neural networks, Hyper parameters, Structuring ML projects, Convolution neural networks, Sequence models.

Jupyter Notebook

NLP-Course

Basic concepts which are used in NLP such as : Language model, Neural Language model, Word embedding, Text classification, Bert, RNN, LSTM, GRU, Attention, Transformers.

Jupyter Notebook

MachineLearning-Course

This repository consists of machine learning algorithm such as : Regression, Classification, Neural network, SVM, PCA, Clustering, Anomaly detection.

Jupyter Notebook

PlantsVsZombies

Plants vs zombie is a game which zombies will try to eat plants and we should stop them.

Java

LwF-iCaRL-Incremental-Learning

A repository consists of incremental learning algorithm such as LwF and iCaRL on CIFAR100 dataset on ResNet architecture.

Jupyter Notebook

BTRE_project

Implementing a real estate agency using Django MVC pattern using bootstrap.

CSS

Database-EducationalSystemManagement

An educational system management for managing professors, students and courses.

Python

Graph-Convolutional-Network

A repository consists of text classification using GCN on FHIR dataset, node classification and label propagation.

Jupyter Notebook

SeleniumVsBaseSelenium

Using selenium and base selenium for testing web applications such as Google map.

Python

ComputationalIntelligence

Implemented classification of CIFAR-10 using neural networks, Heart disease recognition using Fuzzy systems and Snail Jumper game using evolution algorithm.

Jupyter Notebook

LinearAlgebra

This repository consists of important Linear Algebra concepts such as SVD, Transformation, Regression, Least Square, Gaussian elimination and their usage in real life projects.

Python

DataStructure

Some useful Data structure algorithms implementation.

Java

Othello

Implementing Othello game for learning OOP

Java

Memoir44

Implementing Memoir44 game

Java

Portal

Creating an online site for university works, which three type of people can use it Admin, Professors,Students.

Java

LogicCircuit

Logic circuit verilog course

rojinakashefi/Pacman-AI

rojinakashefi

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