vassef

Job-Title-Prediction-from-Tweets-Using-Word-Embedding-and-Deep-Neural-Networks

Comparing-Forgettable-Examples-in-Single-and-Multi-task-Learning

A thorough research on multi-task learning

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.

Neural-Machine-Translation-using-FairSeq-and-OpenNMT

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

Transfer-Learning-Semantic-segmentation-and-obejct-detection-using-Yolo

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!

Python_Tutorial

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

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.

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

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

Lyric-and-music-generator-using-RNN-LSTM-GRU

MLP-in-classfication-regression-and-AutoEncoder-in-dimentionality-reduction

Policy-Gradient-to-solve-CartPole-problem

POS-tagging-and-NER-using-LSTM-GRU-and-Viterbi-algorithm

Probability-and-Statistics-Computer-Assignments

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

Renowned-clustering-methods-from-scratch-and-Semi-supervised-Learning-and-basic-statistics

Sine-approximation-by-DNN-from-scartch-and-Implementing-CNN-from-pytorch

Spam-detection-using-naive-bayes

Speech-Emotion-Recognition-SER

Textual-Entailment-using-Mono-Multi-Lingual-models

vassef

Hey there!

vassef.github.io