PyTorch

Practical tasks on Deep Learning (DL) and Neural Networks (NN). 🤖

A Contextual-Enhanced LightGCN for Movie Recommendation Systems

Deep learning system for seismic velocity inversion using a SincNet-GAT-UNet architecture, physics-informed temporal encoding, graph attention fusion, and FiLM-conditioned spatial prediction

Introduction to classification using machine learning and deep learning (PyTorch, TensorFlow, Keras)

A Python library for Secure and Explainable Machine Learning

Documentation available @ https://secml.gitlab.io

Follow us on Twitter @ https://twitter.com/secml_py

Fundamental theory and practice in Data Science (DS). 🧮

An AI-driven pipeline for detecting and quantifying cancer and inflammatory tissue on biopsy slides to support standardized diagnostics. This independent fork focuses on advanced ensembling (SMP <-> nnU-Net), probability fusion, and Test-Time Augmentation (TTA), providing a highly reproducible training and inference workflow.

Code repository for GAME-Net (Graph-based Adsorption on Metal Energy-neural Network), a graph neural network for predicting the adsorption energy of closed-shell molecules on metal surfaces.

Целью проекта является обучение нейросети на данных о погоде, и на основание этих данных предсказывать будущую температуру

Utils for pytorch to run RL with gym-minigrid

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.

The goal of the project is to implement a simple generative image model. First, we study StyleGAN v1, and after examining its limitations, we move on to a simple DiT.

The goal of the project is to implement a DiT-B generative image model.

AI Radiology Copilot (ARC) is a CNN model app to recognize and label brain tumors in MRI scans.

CNN model for Visualizing CNN layers

AI-remove photobackground

Fine-tune wangchanBERTa + FastAPI + Docker