pytorch-ignite

🧙 A web app to generate template code for machine learning

PyTorch Implementation of SOTA SSL methods

🔥 PyTorch implementation of GNINA scoring function for molecular docking

Web Application to generate your training scripts with PyTorch Ignite

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

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"

Implementation of FixMatch in PyTorch and experimentations

PyTorch-Ignite website

Examples, tutorials, and how-to guides

PyTorch autoencoder with additional embeddings layer for categorical data 🚘

PyTorch Community Voices 2021 - PyTorch-Ignite slides

An extensible Deep Learning template for research and production

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

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

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