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Amirkabir University of Technology
- Tehran, Iran
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Trustworthy-ML Public
Learning Adversarial Robustness in Machine Learning both Theory and Practice.
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Journey-to-DeepLearning Public
A repository of projects such as Object Localization, Image Segmentation, Neural Style Transfer, Siamese Network, GradCam, Generative Adversarial Network, Text classification using PyTorch and Tens…
Jupyter Notebook UpdatedJul 12, 2023 -
GAN-Specialization Public
Course on GAN such as Conditional GAN, Controllable GAN, StyleGAN and CycleGAN.
Jupyter Notebook UpdatedJun 22, 2023 -
DataMining Public
Data Analysis, ML and Deep Learning, Kmeans Algorithm, Regression, PCA, classification in DataMining course 2023.
Jupyter Notebook UpdatedJun 16, 2023 -
A repository consists of incremental learning algorithm such as LwF and iCaRL on CIFAR100 dataset on ResNet architecture.
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Graph-Convolutional-Network Public
A repository consists of text classification using GCN on FHIR dataset, node classification and label propagation.
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MachineLearning-Projects Public
Open-CV, mediapipe, Sklearn, PyTorch projects.
Jupyter Notebook UpdatedMar 25, 2023 -
A project, which uses ROBERTA model with pyTorch for sentiment analysis on movies review
Jupyter Notebook MIT License UpdatedMar 20, 2023 -
CloudComputing Public
Projects of sending request to a server, how to use kubernetes, hadoop cluster, redis databse and spark.
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InformationRetrieval Public
Developed a Search Engine for both phrase and free text queries on Fars persian news using concepts such as TF-IDF,inverted index, champion list.
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SeleniumVsBaseSelenium Public
Using selenium and base selenium for testing web applications such as Google map.
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user-info-on-github Public
A mini project for web development course which fetches information such as Name, Location, Blog, Bio, and favorite language of a user from GitHub.
JavaScript UpdatedJan 6, 2023 -
NLP-Course Public
Basic concepts which are used in NLP such as : Language model, Neural Language model, Word embedding, Text classification, Bert, RNN, LSTM, GRU, Attention, Transformers.
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DeepLearningSpecialization Public
Fundamental of deep learning : Neural networks, Hyper parameters, Structuring ML projects, Convolution neural networks, Sequence models.
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LinearAlgebra Public
This repository consists of important Linear Algebra concepts such as SVD, Transformation, Regression, Least Square, Gaussian elimination and their usage in real life projects.
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MachineLearning-Course Public
This repository consists of machine learning algorithm such as : Regression, Classification, Neural network, SVM, PCA, Clustering, Anomaly detection.
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Pacman-AI Public
Fundamental of AI course which focuses on search, multiagents, mdp and reinforcement learning algorithms.
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An educational system management for managing professors, students and courses.
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ComputerNetworking Public
A project which a client will publish a message and server send it to all subscriber.
Python UpdatedJul 7, 2022 -
ComputationalIntelligence Public
Implemented classification of CIFAR-10 using neural networks, Heart disease recognition using Fuzzy systems and Snail Jumper game using evolution algorithm.
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MicroprocessorsAssembly Public
A repository to learn about Microprocessors and writing codes in Assembly.
C UpdatedJan 31, 2022 -
DataStructure Public
Some useful Data structure algorithms implementation.
Java UpdatedJan 31, 2022 -
OperatingSystem Public
In this repository there is some of the most important parts of operating systems course.
C UpdatedJan 31, 2022 -
BTRE_project Public
Implementing a real estate agency using Django MVC pattern using bootstrap.
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