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sdatarepo's Projects

autokg icon autokg

Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".

blog icon blog

Public repo for HF blog posts

camel icon camel

🐫 CAMEL: Communicative Agents for β€œMind” Exploration of Large Scale Language Model Society

comet-commonsense icon comet-commonsense

Code for ACL 2019 Paper: "COMET: Commonsense Transformers for Automatic Knowledge Graph Construction" https://arxiv.org/abs/1906.05317

deepke icon deepke

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

distre icon distre

[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction

econml icon econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

environmental_intelligence icon environmental_intelligence

Data for Environmental Intelligence: A mega list of Earth System Datasets covering earth observations, climate, water, forests, biodiversity, ecology, protected areas, natural hazards, marine and the tracking of UN's Sustainable Development Goals

graphgpt icon graphgpt

Extrapolating knowledge graphs from unstructured text using GPT-3 πŸ•΅οΈβ€β™‚οΈ

huxley-pdf icon huxley-pdf

Upload personal docs and Chat with your PDF files with this GPT4-powered app. Built with LanChain, Pinecone Vector Db, deployed on Streamlit

llama_index icon llama_index

LlamaIndex (GPT Index) is a data framework for your LLM applications

mini-chatpdf icon mini-chatpdf

This is a simple prototype of ChatPDF that you can have gpt to read, summarize the PDF and ask gpt questions about the pdf.

nemo icon nemo

NeMo: a toolkit for conversational AI

nlp-architect icon nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

nlp-in-practice icon nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

open-semantic-search icon open-semantic-search

Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)

pdfgpt icon pdfgpt

PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The only open source solution to turn your pdf files in a chatbot!

phrase2vec icon phrase2vec

An extension of word2vec to learn phrase embeddings

ppi4sd icon ppi4sd

Data and code repository for the project Policy Priority Inference for Sustainable Development

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