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

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.

Variational autoencoder with PyTorch

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

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

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

Template repository for DL projects using PyTorch and Sacred.

Attentionist. A novel solution for Structured Sentiment Analysis

An extensible Deep Learning template for research and production

PyTorch Community Voices 2021 - PyTorch-Ignite slides

PyTorch autoencoder with additional embeddings layer for categorical data 🚘

Examples, tutorials, and how-to guides

Implementation of FixMatch in PyTorch and experimentations

PyTorch-Ignite website

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

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

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

Web Application to generate your training scripts with PyTorch Ignite