CIFAR-10 Classification Example with MLflow and PyTorch Lightning
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Updated
Mar 28, 2020 - Python
CIFAR-10 Classification Example with MLflow and PyTorch Lightning
MLflow tracking server with S3 compatible storage
Some sample notebooks from my evaluation of MLFlow
Pharmaceutical Sales prediction across multiple stores
A/B Hypothesis Testing.
Projeto desenvolvido para predição do preço de imóveis no Rio de Janeiro utilizando o mlflow para gerenciamento do clico de vida do modelo.
Salary estimate project using XGBoost, Target Encoding, MLFlow, Pytest, GridSearch
Research through Machine Learnings algorithms to find out which neighborhood in Madrid is the best for a young family
I have forked this template to implement end to end Machine Learning Life cycle on Databricks Lakehouse
Deep Learning Using Mlfow
This is a learning repository about MLFlow Recipes, Feature Engineering and Titanic competition
This project aims to solve a real business case, implementing AI to calculate the customer churn rate for a fictional bank. Using MLOps we made an industralized model via mlflow, with automated prediction jobs. Additionally, we extracted the key factors impacting churn through SHAP analysis to define business strategy.
End to End Text Classifaction MLOps Project using Tekton Pipelines
Building a reproducible ML pipeline to predict prices of rental properties using Weights and Biases and MLFlow.
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