imane-ayouni's repositories
Animal-Pictures-Classification-using-CNN
CNN to classify animal pictures from the Animal-10 dataset
Breast-Cancer-Detection-from-Ultrasound-pictures-using-CNN
CNN to classify ultrasounds of cancerous and non cancerous cells
Anomaly-Detection-using-Autoencoders
An autoencoder to classify bank transactions as fraudulent or not
California-Housing-Price-Predictions
Regression algorithms to predict the median house prices in California districts
ChatGPT-sentiement-analysis-using-Backpropagation
Backpropagation for multi-class classification
Chicago-Public-School-Students-Clustering
Unsupervised learning algorithms to cluster students of a public school
City-and-Resort-Hotels-Bookings-Forecast
Time Series Forecasting: City and Resort Hotels Bookings forecasting
Creating-New-Images-using-Style-Transfer-and-VGG16
Using VGG16 to extract content and style features in pictures and combining them to get a new picture
Customer-Segmentation
Clustering algorithms to segment clients of a distribution company
Emotional-classification-through-voice-using-Backpropagation
Simple neural net to classify the emotion in an audio
Fake-Images-Detector
Models to detect real pictures from fake photoshoped pictures
Home-Credit-risk-assessment
Classification algorithms to predict if a client would default on their loan
Electricity-Production-Forecast-using-RNN-and-LSTM
Time series forecast using RNN and LSTM
Face-Generation-using-DCGAN
A Generative Adversarial Network to generate faces
Facial-Recognition-using-InceptionResnetV1
A pre-trained network to perform facial recognition on Bollywood celebrities
Hand-written-Digits-Generation-using-GAN
A simple generative adversarial network to generate images of handwritten numbers
News-feed-classification-using-LSTM
a stacked LSTM to categorize textual news feeds
OCR-and-Keyword-extraction-using-EasyOCR-and-Yake
Unsupervised learning to extract text from images and determine keywords within the text
Offensive-Language-Detection-using-Backpropagation
Simple neural network to detect offensive language usage
Recommender-systems
Movie Recommendation Systems
Satellite-image-Classification-using-CNN
A convolutional network to classify aerial footage of different categories
Sentiment-Analysis-using-LSTM
An LSTM to predict the sentiment in a text
Song-Popularity-prediction-using-Backpropagation
A simple neural net to predict song popularity based on its features
TESLA-stock-price-forecasting
Time series forecasting techniques to predict TESLA's stock price
Text-Generation-One-Character-at-a-time-using-LSTM
LSTM to generate new test one character at a time
Text-to-Speech-using-Tacotron2
Converting text to audio and applying audio augmentation
Time-Series-Forecast-Medium-Daily-Posts-Forecast
Time Series Forecasting Methods to forecast Daily Post Publications on Medium
Udacity-Project-ud-120
Machine Learning Basics
US-Airline-Twitter-Sentiment-Analysis
NLP and Classification techniques to analyze the sentiment in tweets
Weather-Forecast
Regression algorithms to predict the minimum temperature