Edgar Bahilo Rodríguez's repositories
uc-reference-model
Unit commitment model based on: A Computationally Efficient Mixed-Integer Linear Formulation for the Thermal Unit Commitment Problem
delta-lake-polars
Building a poor man's data lake: Exploring the Power of Polars and Delta Lake
amazon-sagemaker-byoa-prophet-tutorial
Este tutorial muestra como integrar algoritmos propios a Amazon Sagemaker.
auto-ml-toy-datasets
A bunch of data sets to evaluate autoML tooling (autogluon, pycaret, h2o, cloud services for autoML etc)
aws-lambda-r-runtime
Experiments to run R in AWS Lambda
bike_predict
A demo of an end-to-end machine learning pipeline, using RStudio Connect
blog
Collection of the codes which are used on our blog at https://www.statworx.com/de/blog/
coursera
Assignments for Coursera DataScience Specialization
dagster-polars
Polars integration for Dagster
data-assignment
A simple challenge of data engineering
forecasting
Time Series Forecasting Best Practices & Examples
google-research
Google Research
hiplot-mlflow
HiPlot fetcher for experiments logged with MLflow
kedro-examples
Examples of data science projects created with Kedro.
ml-kf-pipeline
In this repo it is show how to build and deploy a simple pipeline using Kubernetes, Kubeflow pipelines and seldon-core.
mxnet-with-mlflow-in-sagemaker
Track MXNet models experiments with MLflow running in Amazon SageMaker
r-sagemaker-examples
experimenting with sagemaker
sagemaker-experiments
Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.
scikit-learn
scikit-learn: machine learning in Python
skforecast
Time series forecasting with scikit-learn models
spark
Apache Spark - A unified analytics engine for large-scale data processing