Hugo Souto's starred repositories
aml-template
This is a template used for setting up a machine learning project running on Azure Machine Learning
dslp-repo-template
Template repository for data science lifecycle project
CML_AMP_Explainability_LIME_SHAP
Learn how to explain ML models using LIME and SHAP.
spacy-course
👩🏫 Advanced NLP with spaCy: A free online course
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
auto_forecast
package for automated sales forecasting
PurpleLlama
Set of tools to assess and improve LLM security.
Liquidation-Strategy-Analysis-using-Multi-Agent-Deep-Reinforcement-Learning
Modelling an auction as a multi-layer neural network and framing optimal auction design as a constrained learning problem. Extending Myerson’s work for single item case to multi-item and multi-bidder settings.
mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
Receita_Federal_do_Brasil_-_Dados_Publicos_CNPJ
Dados Públicos de CNPJ disponibilizados pela Receita Federal do Brasil
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
machine_learning_basics
Plain python implementations of basic machine learning algorithms
edital-cvm
Materiais para Concurso Analista CVM - Ciência de Dados (Perfil 7)
GPT-RAG
Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
IEEE-SRS-Tempate
IEEE System Requirements Specification Template
quarto-cli
Open-source scientific and technical publishing system built on Pandoc.
Deep-Learning
Study and implementation about deep learning models, architectures, applications and frameworks