ShendoxParadox

TSP-Genetic-Algorithm

This repository provides a solution to the classic Traveling Salesman Problem (TSP) using a genetic algorithm. The genetic algorithm is a heuristic optimization method inspired by the process of natural selection and genetic variation.

Few-shot-satellite-image-classification-OPS-SAT

Few-shot satellite image classification for bringing deep learning on board OPS-SAT

Cifar-10

Cifar-10 Dataset using CNN and pretrained model

Classification

Prediction and Evaluation to different classification Algorithms

ROBO1x-Robotics-fundamentals

Robotics micro-masters first course

Startups-DataSet

Exploratory and Predictive Analysis for 50 Startups Across USA

Clustering

Clustering Algorithms with helpful visualization and intuitions

Cost-Function-in-Lin-Log-Regression

Data-Science--Cheat-Sheet

Cheat Sheets

Deep-Learning-Andrew-NG

Andrew NG Course on Deep Learning

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeplearning-models

A collection of various deep learning architectures, models, and tips

Dimensionality-Reduction

for visualizing data

insightface

Face Analysis Project on MXNet

Inverted-Pendulum-on-a-cart

LHC-Muon-Classification

Loss-Functions

MNIST-Kaggle-Digit-Recognizer-0.996

Implementation of MNIST classification using Multi Layer fully connected network and Constitutional Neural network

NNets2020

Artificial neural networks and deep learning course

RecSysClassPG23

Introduction to RecSys for Politechnika Gliwicka Y23

Regularizasion

Repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Repo-2018

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Repo-2019

AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Mind Controlled Apparatus, Tensorflow, Mathematics

Sentiment-Analysis

contains Arabic Sentiment Analysis for Arabic Book reviews

SVM

T-test-with-visualization

Titanic-Data-Set-Kaggle-0.803-submission-Accuracy

Titanic: Machine Learning from disaster (Kaggle) 0.803 submission accuracy. using 7 prediction models and ensemble learning Hard Voting with weights.

Tripolynomial-Regression-Error

Visualizasion