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2018-machinelearning-lectures-esa

Machine Learning Lectures at the European Space Agency (ESA) in 2018

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

az-ml-batch-score

Deploying a Batch Scoring Pipeline for Python Models

azure-docs

Open source documentation of Microsoft Azure

azureml-examples

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

darts

A python library for easy manipulation and forecasting of time series.

dashboard_mapa_riesgo

Elaboración de un dashboard, utilizando Flask y procesamiento de archivos con Python, para subir al geoserver.

dashboard_proyecto_latam

Aplicación python dash con plotly para mostrar los resultados de manera interactiva, de un proyecto de machine learning, principalmente de clasificación supervisada, de un vuelo atrasado o no. La idea es predecir que aerolínea tendrá un vuelo atrasado.

download_simulations_esgf_node

Descarga de simulaciones CMIP6

fairlearn

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

geo-chile

Comunas de Chile junto a su Latitud y Longitud

gmail_attachment_forms

Recopila la información de correos electronicos, tanto el mensaje como los archivos adjuntos, la búsqueda se realiza por Subject

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

heatmap_interdisciplina

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

kaggle-api

Official Kaggle API

leaflet.export

Leaflet.Export support additional methods for export, download and print maps

microsoft-learning-paths-databricks-notebooks

Contains notebooks used in the Microsoft Azure Databricks Learning Paths modules.

ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

mlflow

Open source platform for the machine learning lifecycle

mlops-enterprise-template

This repo demonstrates GitHub actions to build and deploy your ML application

mlops-template

mlops template

mlops-v2-gha-demo

mlopspython

MLOps using Azure ML Services and Azure DevOps

mslearn-mlops

This repository contains hands-on challenges for end-to-end machine learning operations (MLOps) with Azure Machine Learning.

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

parallel_prophet

Running multiple timeseries forecast with fb prophet

portafolio

Portafolio Data Scientist, maqueta, usando Django, bootstrap.

procesamiento_imagenes_drones