MohammadAmin Farajzadeh
EliteI am a self thought junior Data scientist maybe in some aspects more or less, I am really wondered in Data science and computational neuroscience.
rl-based-news-rs. Python
6Unet_implementation. in this notebook i implemented unet architecture to detect solar panels in images and image segmentation task with 70 % acccuracy.
2Twitch-recommender-system. i make a recommender system for twitch log dataset with python
2BoneRegenration_PPI_network-analysis-with-networkx. Jupyter Notebook
2PSPNet-Vs-FPN. In this fun project ,I implement both FPN and PSPnet on the same dataset and i compare the results of these two types of neural networks for machine vision a[[lications.
1Working-memory-affects-motor-but-not-perceptual-timing. Data for the Working memory affects motor, but not perceptual timing paper
1testing-different-hidden-layer-size-and-epsilon-cart-pole-game. In this fun project i implement DQN for classic cart pole problem and i evaluate the effect of different epsilons for epsilon greedy
1different-parameters-on-mnist-neural-network. we check different hyperparameters such as epoch depth and number of neurons in each layer on the performance of neural network.
1Value-iteraton-DP-for-grid-world. In this notebook we solve a grid world reinforcement learning problem with dynamic programing approach of Value iteration.
1