Data and tools for generating and inspecting OLMo pre-training data.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Reference implementations of several LangChain agents as Streamlit apps

Master programming by recreating your favorite technologies from scratch.

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augmented Generation (RAG) pipeline.

Hierarchical Attention Networks for Document Classification in Keras

Unsupervised Language Model Pre-training for French

PyTorch original implementation of Cross-lingual Language Model Pretraining.

A repository for publicly/freely available Natural Language Processing (NLP) datasets for African languages.

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

A repo for holding example code

Must-read papers on graph neural networks (GNN)

Hands-On Graph Neural Networks Using Python, published by Packt

Projects that involve graph datasets

Estimating the location of users on social media.

Building a graph neural network (GNN) to suggest movies based on what movies a user has watched.

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification

Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)

Text-based Geolocation Prediction of Social Media Users with Neural Networks

Text-based Geolocation Prediction of Social Media Users with Neural Networks

This project takes on the goal to improve upon Yachay.ai's infrastructure to train a deep learning model to predict coordinates of individual texts.

A system for connecting language to space and time.

FinGAT: A Financial Graph Attention Networkto Recommend Top-K Profitable Stocks

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Improve MAGNN using pretrained distilBERT embedding

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

This repository is an implementation of our proposed HGNN(Hierarchical Graph Neural Networks) model

Paper Lists for Graph Neural Networks