PyTorch

Final project of course ML junior by Skillbox. Goal: Build model to predict client's loan default. Metrics: ROC-AUC

This is a demo of my angular application for grammatical error correction with transformers based on multilingual Bart correction. The model is trained in 4 languages:

Italian English Russian German

Code and data for Natural Language Processing in Action, 2nd Edition, by Maria Dyshel and Hobson Lane for Manning Publications

This is a test task for Longevity InTime AI powered company.

A collection of Team Builder and Meta-Game balance agents for the VGC AI Competition.

Wound Detection Transfer yolov5_wound(#29456752) to Android application

Federated learning project. Using python , pytorch , Flower , Mlflow , Docker Create architecture to create , deploy model with Flower( binary classification) .

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.

A basic python system that uses facenet-pytorch for training facial recognition against your group and to do real time facial recognition from video camera.

AI driving snake based game.

A companion project to https://gitlab.com/sambryant/rosy-public for training feature tagged image datasets using RCNN from PyTorch.

Supplementary code for my thesis on active learning for imbalanced data sets

PyTorch realization of some GANS: fully connected GAN, convolutional GAN, GAN with Wasserstein loss (including gradient penalty version).

Project of the paper "Sound Event Detection for Human Safety and Security in Noisy Environments".

Deep Dream implementation with Inception_v3 using PyTorch. You can see example images in notebook.