HesamAsad
Computer Engineering Student @ University of Tehran; AI, ML, and DL Researcher
University of TehranTehran, Iran
Pinned Repositories
AI-Fall2021-CA4-ML-Decision-Tree-Random-Forests
Computer Assignment #4 [Decision Tree & Random Forests] - Artificial Intelligence Course - University of Tehran - Dr. Fadaei
AI-Fall2021-CA5-p2-TensorFlow-Keras
Computer Assignment #5 - Phase #2 - [TensorFlow & Keras] - Artificial Intelligence Course - University of Tehran - Dr. Fadaei
Cosx-Accelerator-Verilog
Computer Assignment #06 - Digital Logic Design Course - University of Tehran - Dr. Navabi
diffusion-models-deeplearning.ai-course
Hardware_MLP_Verilog_CAD
MLP Hardware Implementation - Computer Aided Design Course - University of Tehran - Dr. Modarresi
MachineLearning-Spring2023-FinalProject
Final Project - Machine Learning Course - University of Tehran - Dr. A. Dehaqani, Dr. Tavassolipour
NeuralNetworksDeepLearning-Fall2022-CA2
Computer Assignment #2 [CNNs] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
NeuralNetworksDeepLearning-Fall2022-CA3
Computer Assignment #3 [Transfer Learning & YOLOv6] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
NeuralNetworksDeepLearning-Fall2022-CA5
Computer Assignment #5 [Transformers, BERT, BEIT] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
NeuralNetworksDeepLearning-Fall2022-CA6
Computer Assignment #6 [GANs, DCGAN, AC-GAN, Wasserstein Loss (WGAN)] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
HesamAsad's Repositories
HesamAsad/diffusion-models-deeplearning.ai-course
HesamAsad/AI-Fall2021-CA5-p2-TensorFlow-Keras
Computer Assignment #5 - Phase #2 - [TensorFlow & Keras] - Artificial Intelligence Course - University of Tehran - Dr. Fadaei
HesamAsad/NeuralNetworksDeepLearning-Fall2022-CA2
Computer Assignment #2 [CNNs] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
HesamAsad/NeuralNetworksDeepLearning-Fall2022-CA3
Computer Assignment #3 [Transfer Learning & YOLOv6] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
HesamAsad/MachineLearning-Spring2023-FinalProject
Final Project - Machine Learning Course - University of Tehran - Dr. A. Dehaqani, Dr. Tavassolipour
HesamAsad/NeuralNetworksDeepLearning-Fall2022-CA5
Computer Assignment #5 [Transformers, BERT, BEIT] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
HesamAsad/NeuralNetworksDeepLearning-Fall2022-CA6
Computer Assignment #6 [GANs, DCGAN, AC-GAN, Wasserstein Loss (WGAN)] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
HesamAsad/nn-zero-to-hero
Neural Networks: Zero to Hero
HesamAsad/CN_CHomeworks1
FTP Server - Web Server - Chat Server
HesamAsad/AP-A7-P2-UTRIP-Data
Assignment #7 - Phase #2 [Smart UTRIP - Data] - Advanced Programming Course - University of Tehran - Dr. Khosravi
HesamAsad/AP-A7-P3-UTRIP-Service
HesamAsad/Chatbot-DL
HesamAsad/CN-CA1-FTP-Hesam-Mahdi
HesamAsad/CN_CHomeworks2
NS3 simulation
HesamAsad/DFR-Spurious-Robustness
HesamAsad/HesamAsad
HesamAsad/HesamAsad.github.io
My Personal Webpage
HesamAsad/ICSP-Fall2019-CA1-P2-Tic-Tac-Toe
CA #1 [Tic Tac Toe] - Introduction to Computing Systems & Programming Course - University of Tehran - Dr. Hashemi
HesamAsad/ICSP-Fall2019-CA2-Othello
CA #2 [Othello] - Introduction to Computing Systems & Programming Course - University of Tehran - Dr. Hashemi
HesamAsad/ICSP-Fall2019-CA3-UTBank
HesamAsad/LLMsPracticalGuide
HesamAsad/MachineLearning-Spring2023-HW1
Homework #1 [Bayes Optimal Classifier, Naïve Bayes Classifier, MLE, MAP Estimation] - Machine Learning Course - University of Tehran - Dr. A. Dehaqani, Dr. Tavassolipour
HesamAsad/NeuralNetworksDeepLearning-Fall2022-CA1
Computer Assignment #1 [MLPs, RBMs] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
HesamAsad/NeuralNetworksDeepLearning-Fall2022-CA4
Computer Assignment #4 [RNN, LSTM, GRU, CNN-LSTM] - Neural Networks & Deep Learning Course - University of Tehran - Dr. Kalhor
HesamAsad/NYU-DLSP21
NYU Deep Learning Spring 2021
HesamAsad/PyTorch_Tensorflow_Intro_CS231n_EECS498
PyTorch & Tensorflow Intro - CS231n / EECS498 - based on Prof. Justin Johnson slides
HesamAsad/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
HesamAsad/twitter-algorithm
Source code for Twitter's Recommendation Algorithm
HesamAsad/twitter-algorithm-ml
Source code for Twitter's Recommendation Algorithm
HesamAsad/vision-notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.