Damiano Gambitta's repositories
react_native-python_flask-sql-with-authentication-boilerplate
There are 2 apps in this repository: the backend micro service and the frontend client. The backend is managed by python and flask + any SQL DB. The frontend is built with react-native. There is already implemented the auth service in both sides. More info in README
ANN_DNN_BClassifier-template
Template to create an ANN or a DNN binary classifier with hyperparameters tuning and crossvalidation
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
Simpson_predictor_app
A simple app that predicts which Simpson character you make it see! Here is an example of it in action:
simpsons_characters-classification
Download the dataset from here: https://www.kaggle.com/alexattia/the-simpsons-characters-dataset/data
CarND-Behavioral-Cloning-P3
Starting files for the Udacity CarND Behavioral Cloning Project
CNN-from-scratch
A Convolutional Neural Network built from scratch using only python and numpy for matrix multiplications - From The Math of intelligence by Siraj Raval
general_purpose_chatbot
This is a General Purpose ChatBot trained on various movies dialogs. The ChatBot relies on a Seq2Seq model built with Tensorflow.
hands-on-machine-learning_deep-learning
This a collections of notes and projects collected and written from the book: Hands-On Machine Learning with Scikit-Learn & TensorFlow by Aurélien Géron
james-gattuso-realty
in development
lstm-for-stock-market-prediction
A simple lstm network to predict the google stock prices
machine-learning-bootcamp-projects
Projects done for a DataScience and MachineLearning Bootcamp (https://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp)
mnist-cnn
Convolutional Neural Network - MNIST Dataset
models-kaggle-competition-porto-seguro-safe-driver-prediction
Models used to take part at the Porto Seguro’s Safe Driver Prediction on Kaggle.com
navigating_a_virtual_world_with_dynamic_programming
This is the code for "Navigating a Virtual World Using Dynamic Programming" by Siraj Raval on Youtube
Residual-Neural-Network-with-Keras
A Residual Neural Network model built with Keras
rnn-from-scratch-with-numpy
A recurrent neural network implemented from scratch generating Kafka like text
the-social-shop
The Social Shop tries to create a community around a local shop. It does so by merging the basic functionalities of a Social Network with the services and products of the shop.
why-employees-want-to-leave
In this notebook a dataset about human resource is being analyzed in order to determine when and why an employee leave his/her job. After the data visualization and analyzation part there 4 Machine Learning model implemented: LogisticRegression, KNearestNeighbors, DecisionTrees and RandomForest.
word2vec-game-of-thrones
How to create a Word Vector from Game of Thrones books