ac_gan_dc_gan

basics-of-rl-qlearning-and-policy-iteration

This project predominantly focuses on Implementing the basics of RL (Policy-Iteration and Q-Learning) to afford intuition for further works.

best-readme-template

An awesome README template to jumpstart your projects!

comparing-forgettable-examples-in-single-and-multi-task-learning

A thorough research on multi-task learning

compensating-the-system-behavior-using-lag-and-lead-controllers

Compensating the system’s behavior by the use of lag and lead controllers.

convex-and-non-convex-optimization

ece-417-computer-assignments-solutions-at-uic

The solutions for the CAs of ECE 417, DSP 2 course offered at UIC.

ece-559-neural-network-course-assignments-solutions-at-uic

My solutions to ECE/CS 559, Neural Network course!

face-emotion-and-gender-recognition

This projet includes data-gathering, data-preprocessing, and employing supervised and unsupervised method.

find-the-best-rout-from-one-point-to-another-in-the-tehran-with-some-specified-spots-in-google-map.

The main goal of this project is to find the best rout from one place to the other by spotting some defined places

implementing-bpe-and-wordpiece-tokenizers

implementing-discrete-hopfield-net-and-bam

implementing-non-parametric-models-from-scratch

job-title-prediction-from-tweets-using-word-embedding-and-deep-neural-networks

lyric-and-music-generator-using-rnn-lstm-gru

mathematica_tutorial

Here is the tutorial I prepared for the Signals and Systems winter 1400

matlab_tutorial

I prepared this MATLAB Tutorial during the signals and systems winter 1400 course.

mlp-in-classfication-regression-and-autoencoder-in-dimentionality-reduction

neural-machine-translation-using-fairseq-and-opennmt

A collaborative project on Neural Machine Translation(NMT) by employing two renowned tools(FairSeq, OpenNMT)

parsquad

Loading parsquad dataset from hugging face

policy-gradient-to-solve-cartpole-problem

pos-tagging-and-ner-using-lstm-gru-and-viterbi-algorithm

pquad_public

Loading pquad_public dataset from hugging face

probability-and-statistics-computer-assignments

Here are the computer assignments which I designed during the Probability and Statistics course.

python_tutorial

This is the tutorial I prepared during the probability and statistic Fall 1400 course.

pytorch-tutorial

A preliminary but essential knowledge of PyTorch to start creating your Neural Nets confidently

question-anwsering-on-three-persian-datasets

The projects from the NLP course which I took from senior.

renowned-clustering-methods-from-scratch-and-semi-supervised-learning-and-basic-statistics

signals-systems-computer-assignments

Here is the Computer assignments material I designed for the Signals & Systems Winter 1400, instructed by Dr. Rabiei.

sine-approximation-by-dnn-from-scartch-and-implementing-cnn-from-pytorch