Andres Cardona's repositories
aws-apigateway-lambda-authorizer-blueprints
Blueprints and examples for Lambda-based custom Authorizers for use in API Gateway.
bigquery-oreilly-book
Source code accompanying: BigQuery: The Definitive Guide by Lakshmanan & Tigani to be published by O'Reilly Media
deploymentmanager-samples
Deployment Manager samples and templates.
tutorial
Tutorial on Bayesian tests for Machine Learning
lime
Lime: Explaining the predictions of any machine learning classifier
FES
Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson
papermill
📚 Parameterize, execute, and analyze notebooks
Data-Science--Cheat-Sheet
Cheat Sheets
nbdime
Tools for diffing and merging of Jupyter notebooks.
awesome-gcp-certifications
A curated list of resources for learning about Google Cloud Platform certifications and how to prepare for it.
personality-detection
Implementation of a hierarchical CNN based model to detect Big Five personality traits
h2o-3
Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
linearmodels
Linear models including instrumental variable estimators and panel data models
cortex
Machine learning infrastructure platform for developers
auto-sklearn
Automated Machine Learning with scikit-learn
data-science-on-gcp
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
d6tflow
Python library for building highly effective data science workflows
pandarallel
A simple and efficient tool to parallelize your pandas operations on all your CPUs.
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
MachineLearningNotebooks
Use the example notebooks in this repo to explore the Azure Machine Learning service.
modin
Modin: Speed up your Pandas workflows by changing a single line of code
map-classifier-python
Maximum A Posteriori Classifier
jupyter-helpers
A collection of helpers for Jupyter/IPython
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
pyreadstat
Python package to read sas, spss and stata files into pandas data frames. It is a wrapper for the C library readstat.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
UpSetPlot
Draw UpSet plots with Matplotlib
umap
Uniform Manifold Approximation and Projection
pyGAM
[HELP REQUESTED] Generalized Additive Models in Python