hugosouto

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

dslp

The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process is documented in this repo.

CML_AMP_Explainability_LIME_SHAP

Learn how to explain ML models using LIME and SHAP.

AnkiBrain

spacy-course

👩‍🏫 Advanced NLP with spaCy: A free online course

manim

A community-maintained Python framework for creating mathematical animations.

shap

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

interpret

Fit interpretable models. Explain blackbox machine learning.

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.

codellama

Inference code for CodeLlama models

llama

Inference code for Llama models

llama3

The official Meta Llama 3 GitHub site

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.

snorkel

A system for quickly generating training data with weak supervision

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

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

edital-cvm

Materiais para Concurso Analista CVM - Ciência de Dados (Perfil 7)

loco

🚂 🦀 The one-person framework for Rust for side-projects and startups

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.

mlflow

Open source platform for the machine learning lifecycle

Deep-Learning

Study and implementation about deep learning models, architectures, applications and frameworks