Pinned Repositories
adversarialAttack
Detailed notebook for adversarial attacks
amazonPriceTracking
Simple code to track the price of an amazon product and send an e-mail if it the price is reduced to a certain value
Apriori
Apriori algorithm to extract some usefull combinations of products therefore optimizing the sales of the glossary store
Carlini-and-Wagner_InceptionV3_Imagenet
Simple implementation of the C&W attack on a pre-trained Keras's InceptionV3 on Imagenet
Football-Data-Analysis-and-Prediction
Football_Wins_Predictions
FOOTBALL DATA ANALYSIS
German-Traffic-Sign-Classification-Using-TensorFlow
In this project, I used Python and TensorFlow to classify traffic signs. Dataset used: German Traffic Sign Dataset. This dataset has more than 50,000 images of 43 classes. I was able to reach a +99% validation accuracy, and a 97.3% testing accuracy.
InceptionV3
Keras Pre-trained inceptionV3 on ImageNet Dataset
Linear_regression
Simple linear regression model on a salary based on years of experience's dataset
SentimentAnalysis
real time Sentiment Analysis on tweets streaming using the twitter API
B-Yassine's Repositories
B-Yassine/Carlini-and-Wagner_InceptionV3_Imagenet
Simple implementation of the C&W attack on a pre-trained Keras's InceptionV3 on Imagenet
B-Yassine/adversarialAttack
Detailed notebook for adversarial attacks
B-Yassine/Football_Wins_Predictions
FOOTBALL DATA ANALYSIS
B-Yassine/SentimentAnalysis
real time Sentiment Analysis on tweets streaming using the twitter API
B-Yassine/amazonPriceTracking
Simple code to track the price of an amazon product and send an e-mail if it the price is reduced to a certain value
B-Yassine/Apriori
Apriori algorithm to extract some usefull combinations of products therefore optimizing the sales of the glossary store
B-Yassine/German-Traffic-Sign-Classification-Using-TensorFlow
In this project, I used Python and TensorFlow to classify traffic signs. Dataset used: German Traffic Sign Dataset. This dataset has more than 50,000 images of 43 classes. I was able to reach a +99% validation accuracy, and a 97.3% testing accuracy.
B-Yassine/InceptionV3
Keras Pre-trained inceptionV3 on ImageNet Dataset
B-Yassine/Linear_regression
Simple linear regression model on a salary based on years of experience's dataset
B-Yassine/Mnist_Classifier
A simple yet very accurate Mnist_Classifier
B-Yassine/RealTimeFrontalFaceRecognition
Real Time Face Recognition in Python Using PC Webcam
B-Yassine/resnet
keras-style API to ResNets (ResNet-50, ResNet-101, and ResNet-152)
B-Yassine/Sentiment-Analysis
Sentiment Analysis on some tweets using the Twitter API in Python with Tweepy and TextBlob
B-Yassine/SplitPretrainedModel
Split any pretrained model at any intermediate layer
B-Yassine/SplitVGG16
Split a pretrained VGG16 model
B-Yassine/TitanicKaggle
Kaggle competiton on the Titanic dataset
B-Yassine/analytics-handbook
Getting started with soccer analytics
B-Yassine/BERT-kNN
B-Yassine/ConvertMatToCsv
Convert any .mat file into a .csv file
B-Yassine/Convolutional_denoising_autoencoder
Convolutional denoising autoencoder on the Mnist dataset
B-Yassine/curriculum_learning
Code implementing the experiments described in the paper "On The Power of Curriculum Learning in Training Deep Networks" by Hacohen & Weinshall (ICML 2019)
B-Yassine/Data-Science-with-Spark
Machine Learning and Data Analysis Case Studies using Spark.
B-Yassine/GesturePhaseSegmentation
Gesture Phase Segmentation analysis and prediction on two classes namely: S (stroke) | H (hold)
B-Yassine/pandas_exercises
Practice your pandas skills!
B-Yassine/regPanamaNew
B-Yassine/Social-Distancing-Analyser-and-Mask-Monitoring-AI-system-wrt-Covid-19
Social Distancing Analyser and Mask Monitoring AI system wrt Covid-19
B-Yassine/Social_Distancing_with_AI
Monitor people violating Social Distancing or not wearing Face Masks in public through CCTV footage.
B-Yassine/sparkts
B-Yassine/stylegan-encoder
StyleGAN Encoder - converts real images to latent space
B-Yassine/t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks