Gehad Essam's repositories
Self-Driving-Car-Nanodegree---Udacity
Self Driving Car Nanodegree Offered By Udacity
recommender_systems
uses lightfm to implement recommender systems for movies
omnizart
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
HairCLIP
HairCLIP: Design Your Hair by Text and Reference Image
GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
WantWords
An open-source online reverse dictionary.
Mask2Former
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
speech_recognition_tensorflow
In this demo code we build an LSTM recurrent neural network using the TFLearn high level Tensorflow-based library to train on a labeled dataset of spoken digits. Then we test it on spoken digits.
generate_music_TensorFlow
Use TensorFlow to generate short sequences of music with a [Restricted Boltzmann Machine](http://deeplearning4j.org/restrictedboltzmannmachine.html).
LSTM_neuralnet
This is an LSTM (long short term memory) network built using just numpy. LSTM's are an improvement to recurrent networks, able to remember long range dependencies.
generative_models_and_dtm
this is a project for testing various text mining and machine learning technologies. it uses generative models and document word matrix
gaussian_mm
This is a model on Gaussian Mixture Models, they are probability distributions that consist of multiple Gaussian distributions.
deepdream_tensorflow
uses google tensorflow trained neural net inception to apply deep dream to a sample image
faceswap
Deepfakes Software For All
twitter_sentiment_challenge
Twitter Sentiment Analysis Challenge for Learn Python for Data Science #2 by @Sirajology on Youtube
datastruct_algorithm_practice
practice big o notation and popular algorithms
tensorflow_linear_classifier
linear classifier using tensor flow
Hierarchical-Clustering-and-DBscan
conduct hierarchical clustering and DBscan on the Iris dataset which contains 4 dimensions/attributes and 150 samples
conv_nn_mnist
using CNN on mnist dataset
ConvNN_using_cifar10
using cnn and mlp to classify cidfar10
IMDB_movies_in_keras
IMDB in movies
student_admission_neuralnet
predict student admission
clustering_customer_segments
escribe the variation in the different types of customers that a wholesale distributor interacts with. Doing so would equip the distributor with insight into how to best structure their delivery service to meet the needs of each customer
ICA_and_random_projecttion
Independent component analysis use case
Face_recognition_PCA
using principal component analysis to build a model for face recognition