M

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

MLP and CNN to classify TinyImage30 dataset. Fine Tuned models. Applied Grad-Cam to identify parts of the image that highly impact the classification based on model convolution gradients. Feature-2-Seq RNN encoder/decoder network trained on the COCO dataset. The produced model is able to predict reasonable captions for provided test images.

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

Corryvreckan module for loading the path simulation output

XML-based configuration for the path simulation

Outdated analysis for the RMS deviation of path models

Geant4 simulation of a segmented phantom surrounded by trackers for MLP uncertainty studies

Corryvreckan module for the RMSD analysis of MLP positions and ground truth

CV module to plot a PathSimulation ground-truth path with some path models

Ponification of GitLab logo for icons and for fun

Battle Puno

ABDL models and assets for SFM/Gmod/Blender/Unity etc.

Collection of 3D Models - SFW Version