fillipemadureira

Fillipe Madureira's starred repositories

shap

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

Language:Jupyter NotebookMIT2217400

codon

A high-performance, zero-overhead, extensible Python compiler using LLVM

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nutter

Testing framework for Databricks notebooks

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e2e-mlops

[DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template

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mlops-stacks

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

Language:PythonApache-2.037400

ruff

An extremely fast Python linter and code formatter, written in Rust.

Language:RustMIT2915200

quinn

pyspark methods to enhance developer productivity 📣 👯 🎉

Language:PythonApache-2.060000

awesome-spark

A curated list of awesome Apache Spark packages and resources.

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Clipboard

😎🏖️🐬 Your new, 𝙧𝙞𝙙𝙤𝙣𝙠𝙪𝙡𝙞𝙘𝙞𝙤𝙪𝙨𝙡𝙮 smart clipboard manager

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fairgbm

Train Gradient Boosting models that are both high-performance *and* Fair!

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scikit-lego

Extra blocks for scikit-learn pipelines.

Language:PythonMIT121600

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Language:PythonMIT1226400

fairlearn

A Python package to assess and improve fairness of machine learning models.

Language:PythonMIT186600

LearningApacheSpark

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river

🌊 Online machine learning in Python

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pyswarms

A research toolkit for particle swarm optimization in Python

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opytimizer

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

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Python-MLOps-Cookbook

This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.

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winutils

winutils.exe hadoop.dll and hdfs.dll binaries for hadoop windows

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mlflow-example

An example MLflow project

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MLOpsPython

MLOps using Azure ML Services and Azure DevOps

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pipelines-azureml

Example Azure Pipeline to train and deploy a machine learning model using the Azure Machine Learning service

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azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Language:Jupyter NotebookMIT166500

MachineLearningNotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

Language:Jupyter NotebookMIT401200

inspyred

Python library for bio-inspired computational intelligence

Language:PythonMIT18700