b-yassine Goto Github PK

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

analytics-handbook

Getting started with soccer analytics

apriori

Apriori algorithm to extract some usefull combinations of products therefore optimizing the sales of the glossary store

awesome-rl

Reinforcement learning resources curated

bert-knn

carlini-and-wagner_inceptionv3_imagenet

Simple implementation of the C&W attack on a pre-trained Keras's InceptionV3 on Imagenet

convertmattocsv

Convert any .mat file into a .csv file

convolutional_denoising_autoencoder

Convolutional denoising autoencoder on the Mnist dataset

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)

data-science-with-spark

Machine Learning and Data Analysis Case Studies using Spark.

dc_tts

A TensorFlow Implementation of DC-TTS: yet another text-to-speech model

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.

gesturephasesegmentation

Gesture Phase Segmentation analysis and prediction on two classes namely: S (stroke) | H (hold)

inceptionv3

Keras Pre-trained inceptionV3 on ImageNet Dataset

keras-fp16-test

Evaluating deep learning models with float16 dtype in Keras, float16 inference

learn_deep_learning_in_6_weeks

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

linear_regression

Simple linear regression model on a salary based on years of experience's dataset

mnist_classifier

A simple yet very accurate Mnist_Classifier

odsc_adversarial_nn

Content for ODSC west adversarial machine learning talk

pandas_exercises

Practice your pandas skills!

realtimefrontalfacerecognition

Real Time Face Recognition in Python Using PC Webcam

regpanamanew

resnet

keras-style API to ResNets (ResNet-50, ResNet-101, and ResNet-152)

sentiment-analysis

Sentiment Analysis on some tweets using the Twitter API in Python with Tweepy and TextBlob

sentimentanalysis

real time Sentiment Analysis on tweets streaming using the twitter API

social-distancing-analyser-and-mask-monitoring-ai-system-wrt-covid-19

Social Distancing Analyser and Mask Monitoring AI system wrt Covid-19

social_distancing_with_ai

Monitor people violating Social Distancing or not wearing Face Masks in public through CCTV footage.