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rafaelsandroni's Projects

antibodies icon antibodies

Antibodies for LLMs hallucinations (grouping LLM as a judge, NLI, reward models)

author-profiling-models icon author-profiling-models

Models from masters dissertation: Author profiling from texts using artificial neural networks, EACH-USP 2019

autonlp icon autonlp

(WIP) AutoML for Natural Language Processing

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

backpropagation-neural-network icon backpropagation-neural-network

Backpropagation neural networks (or "backward propagation of errors") is a method of training artificial neural networks. From a desired output, the network learns from many inputs and adjust the your knowledge until its correct, similar to the way a child learns to identify a specific dog from examples of common dogs.

bitcoin icon bitcoin

Bitcoin Core integration/staging tree

builderbook icon builderbook

Open-source web app. Built with React, Material-UI, Next, Express, Mongoose, MongoDB.

cleanlab icon cleanlab

The standard package for machine learning with noisy labels and finding mislabeled data. Works with most datasets and models.

data-mining-algorithms icon data-mining-algorithms

Experimentações feitas com as técnicas de Agrupamento, Associação e Classificação. Utilizando DBSCAN, FPGrowth e Ensemble de RNAs.

datasets icon datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

e2e-ml-app-pytorch icon e2e-ml-app-pytorch

🚀 An end-to-end ML applications using PyTorch, W&B, FastAPI, Docker, Streamlit and Heroku → https://e2e-ml-app-pytorch.herokuapp.com/ (may take few minutes to spin up occasionally).

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