NielsRogge
ML @HuggingFace. Interested in deep learning, NLP. Contributed 40+ models to HuggingFace Transformers
HuggingFaceBelgium
Pinned Repositories
awesome-huggingface
Repository containing awesome resources regarding Hugging Face tooling.
coco-eval
A tiny package supporting distributed computation of COCO metrics for PyTorch models.
CogVLM
a state-of-the-art-level open visual language model
Description2Process
Transforming textual descriptions into process models using deep learning
diffusion-notes
Some notes I took when learning about diffusion models.
tapas_utils
A package containing utils for the PyTorch version of the Tapas algorithm.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
unilm
UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond
Vision-Transformer-papers
This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.
NielsRogge's Repositories
NielsRogge/Description2Process
Transforming textual descriptions into process models using deep learning
NielsRogge/tapas_utils
A package containing utils for the PyTorch version of the Tapas algorithm.
NielsRogge/rasa-chatbot
NielsRogge/CS224n-Assignments
My solutions to the practical assignments of CS224n (Natural Language Processing with Deep Learning) [Stanford University-Winter 2019]
NielsRogge/Deep-Learning-for-Computer-Vision
This repository contains the assignments I made during the 2019 version of the Deep Learning for Computer Vision course taught at the University of Michigan.
NielsRogge/dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
NielsRogge/luke
LUKE -- Language Understanding with Knowledge-based Embeddings
NielsRogge/tapas
End-to-end neural table-text understanding models.
NielsRogge/detr
End-to-End Object Detection with Transformers
NielsRogge/flax
Flax is a neural network ecosystem for JAX that is designed for flexibility.
NielsRogge/jax-gcn
Graph Convolutional Networks in JAX
NielsRogge/PyTorch-BigGraph
Generate embeddings from large-scale graph-structured data.
NielsRogge/pytorch-ts
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
NielsRogge/QDGAT
Question-Directed Graph Attention Network for Numerical Reasoning over Text
NielsRogge/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.