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ai_booklet_ce-aut

Booklet and exam of Artificial Intelligence Master Degree at Amirkabir University of technology.

air_polution_forcasting

all-in-system-analysis-and-design

This repository contains all I have done in course System Analysis and Design or Software Engineering , Dr noorhoseini . All of my home work and also my final project is here. Hope to be useful !

alocc-cvpr2018

Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)

apriori

Here is a simple A-priori Algorithm to find frequent Itemset with size 2 and 3. for join, pruning is implemented. after all, the association rule with max confidence is also reported.

apriori_son_spark

In this repo. , I implement A-priori and SON Algorithms to find frequent road in real Traffic dataset using Spark.

autmips-full-gatelevel-architecture-lab

autoencoders

Implementation of simple autoencoders networks with Keras

automata-data-structure

autonomous-driving-in-carla-using-deep-reinforcement-learning

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

backendtry

it is all my learning about node.js and mongodb

bayes_classifier_face_detection

In this Repo. I implement a baysian classifier to detect face in different picture. it was implemented in different section; The description that each part is implemented for, will follow .

brain-cancer-mri-images-classification-by-resnet-50

brain_cancer_classification

In this project, we will implement and compare ResNet, AlexNet and MLP on brain cancer T2-weighted MRI image.

cache-sayeh-extension-computer-architecture

canny_edge_detector

Simple python Implementation of the Canny edge detection algorithm from scratch.

cccocgan

celf

In this repo. , "Cost Effective Lazy Forward Selection" Algorithm is implemented from scratch in python with only numpy library.

cell_division_phase_classification

In this Repo. we first preprocess data with CellProfiler using uploaded pipeline. After that we apply decision tree on the outputs to classify the phase of cell division.

classical-modern-search-artificial-intelligence

This Repo. contains five problems (Rubik ,SAT,Maze ,8Puzzle,WordTable) solved with nine algorithms (A* ,DFS ,IDDFS ,DLS ,BFS ,UniformCost, bidirectionalSearch, Simulated Annealing, and Hill climbing). This project is done for artificial intelligence course under supervision of Dr.Nikabadi .

classify_text

compiler-principle-of-programming

content-based-recommender-system

In this Repository, A simple content-based book recommendation system is implemented. A representation vector is built with a TF-IDF vector of the Authors name concatenated with the title of the book.

data-science-machine-learning-ai-resources

A curated set of resources for data science, machine learning, artificial intelligence (AI), data and text analytics, data visualization, big data, and more.

data-usage-prediction

In this project we expertise different models like : SCINet, Informer, ARIMA, LSTM on Hamrahe-aval data Usage (MCIRD) Dataset. This was an Multivariant time series task which is proposed for Amirkabir Artificial Intelligence Competitions (AAIC)

ddcrp_cora

In This Repo. we implement a distance dependent Chinese restaurant process on Cora dataset to have more accurate non parametric clustering algorithm

delving-deep-into-gans

Generative Adversarial Networks (GANs) resources sorted by citations

densenet_vs._resnet

In this Repo. DenseNet and ResNet function are compared. first we use transfer learning to initialize the weights and then fine tune them on outdoor and indoor photo from ImageNet dataset. at last we compare this nets in term of accuracy and precision.

dicegame_internetengneering

Here is a Web Site wrote with ASP.Net . this sample has got bunch of feature like login,adding comment, Admin control,online game,... . this is final project for course Internet Engineering , Dr.Modiri .

dictionary-data-structure