Simple example of federated learning using torch ignite and pysyft

Collection of some utility scripts for training NLP models using hugging face library, used in context of datascience competitions

Template repository for DL projects using PyTorch and Sacred.

This GitHub repository contains an implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) for image generation. With this project, you can generate stunning and realistic images using the power of deep learning.

PyTorch autoencoder with additional embeddings layer for categorical data 🚘

Simple example of hyperparameter optimization using Raytune (with PyTorch ignite)

Variational autoencoder with PyTorch

An extensible Deep Learning template for research and production

PyTorch Community Voices 2021 - PyTorch-Ignite slides

Training a neural network on the MNIST dataset using ZenML and PyTorch ignite

Attentionist. A novel solution for Structured Sentiment Analysis

A UNet model to perform semantic segmentation on images with a novel loss function

Implementation of FixMatch in PyTorch and experimentations

🔥 PyTorch implementation of GNINA scoring function for molecular docking

Implementation of "Boosting LiDAR-based Semantic Labeling by Cross-Modal Training Data Generation"

WIP implementation of "Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes"

Examples, tutorials, and how-to guides

PyTorch-Ignite website

DEmoClassi stands for Demographic (age, gender, race) and Emotions (happy, sad, angry, ...) Classification from face images, using deep learning.