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Mohamadreza Khanmohamadi's Projects

ai icon ai

Artificial Intelligence Course

autodatapilot icon autodatapilot

This repository involves a series of operations, including data cleaning, normalization, scaling, feature selection, and dimensionality reduction, to transform the data into a clean and organized format that is suitable for analysis big data using pandas and numpy libraries in python.

cnf-dnf-calculator icon cnf-dnf-calculator

convert a boolean logic formula to conjunctive normal form (CNF) and disjunctive normal form (DNF)

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

didi_challenge_2017_ros icon didi_challenge_2017_ros

Goal of project was to detect vehicles and pedestrians using Lidar points in real time. This uses ROS nodes.

gnns-for-nlp icon gnns-for-nlp

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

gradient-descent-optimizer-variations icon gradient-descent-optimizer-variations

This repository contains implementation of stochastic gradient descent, SGD with momentum, Adagrad, RMSprop, Adam, Adamax optimizerย  from scratch using Python language.

graph4nlp icon graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

graphtransformer icon graphtransformer

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

leetcode icon leetcode

This repository contains solutions to Leetcode problems and notes that I had used for full time interview preparation

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