edcuba

kuzu

Embeddable property graph database management system built for query speed and scalability. Implements Cypher.

doc2graph

Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.

oci-rag-vectordb

Improve insights to make smarter decisions by tapping into real-time data with retrieval-augmented generation (RAG).

datashaper

Processing engine and React components for constructing configuration-based data transformation and processing pipelines.

OCI_GenAI_access_gateway

OCI Generative AI services compatible with the OpenAI API

R2R

The Supabase for RAG - R2R lets you build, scale, and manage user-facing Retrieval-Augmented Generation applications in production.

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

benchmark

SDG Classification Benchmarking Dataset

shap

A game theoretic approach to explain the output of any machine learning model.

inseq

Interpretability for sequence generation models 🐛 🔍

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

lime

Lime: Explaining the predictions of any machine learning classifier

SMV

Code and data for the ACL 2023 NLReasoning Workshop paper "Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods" (Feldhus et al., 2023)

genai_guardrails_deep_dive_days

lida

Automatic Generation of Visualizations and Infographics using Large Language Models

ivy

Convert Machine Learning Code Between Frameworks

Mind2Web

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"

playwright

Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

awesome-metric-learning

😎 A curated list of awesome practical Metric Learning and its applications

demo-cloud-faq

Demo of fine-tuning QA models for answering FAQ of cloud providers documentation

llama

Inference code for Llama models

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

sdg-queries

This repository contains machine readable (xml) search queries (crafted from a controlled vocabulary), for the Scopus publication database, to find domain specific research output that are related to the 17 Sustainable Development Goals (SDGs). We invite enyone to improve the SDG queries further in a co-creation process.

SDGs_many_BERTs

Train multiple mBERT models for binary classification and deploy them for multiclass-multilabel classification.

sdgs_many_berts

Classify Texts to SDGs in 100 languages. This repository shows the code used to train and predict multiple mBERT models; one per each SDG Target.

llama_index

LlamaIndex is a data framework for your LLM applications

nvm

Node Version Manager - POSIX-compliant bash script to manage multiple active node.js versions

GNNetworkingChallenge

RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)

beanie

Asynchronous Python ODM for MongoDB