MLP

Main SweetieBot repository

Финальная работа по курсу Введение в DS от Skillbox. Цель: анализ данных сервиса СберАвтоподписка, предсказание совершения целевого действия пользователя и подготовка модели к деплою в продакшн. Метрика: ROC-AUC

TensorFlow examples for Artificial Neural Networks course including: MLP with softmax output layer; MLP and CNN for MNIST dataset; CNN for CIFAR-10 dataset with data augmentation; LSTM with CNN layer for IMDB sentiment classification task.

A very basic multilayer perceptron written from scratch to get familiar with the mathematical basics of neural networks. Based on a lecture on deep learning posted by MIT on youtube: https://www.youtube.com/watch?v=5tvmMX8r_OM.

Corryvreckan fork tailered to the path uncertainty studies