Andre Tan Andre-Tan
Andre-Tan
/ 2025Mar01 - OptBinning, The Python Optimal Binning library.ipynb
Last active
March 1, 2025 16:42
Notes on using the OptBinning python package for feature binning
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Andre-Tan
/ 2024Mar31 - Pandas Styling.ipynb
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April 2, 2024 15:12
Short Notes on Possibilities in Pandas Table Visualization
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Andre-Tan
/ 2024Mar23 - Binning for Target Encoding.ipynb
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March 22, 2024 18:38
Visualizing the difference in using Pandas Qcut and Cut function for target encoding
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Andre-Tan
/ 2023Oct22-EvidentlyReport.ipynb
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March 2, 2025 04:15
Quick Go-through of Evidently AI for Data and ML Model Monitoring
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Andre-Tan
/ install_fresh_miniconda.sh
Created
October 7, 2023 18:50
Steps to install fresh Miniconda for Jupyter Notebook, and how to use virtual environments
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| ' | |
| A pipeline to do fresh installation of Miniconda. | |
| ' | |
| # Download and run the bash script to your intended version of miniconda. Here being latest for Linux OS. | |
| wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda3/miniconda.sh | |
| bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3 | |
| # Install Jupyter & Extension so conda can use other virtual environments | |
| conda install jupyter |
Andre-Tan
/ 2022Jul07-PandasGroupby.ipynb
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August 9, 2024 01:47
Tutorial on Pandas Groupby and Pivot function
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Andre-Tan
/ 2022May28-CatBoostBuiltInExplainability.ipynb
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March 16, 2025 19:41
Summary of CatBoost Built-in Explainability Features
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Andre-Tan
/ install_nbextensions_sagemaker.sh
Last active
January 22, 2022 17:16
2022Jan22-Enabling_jupyter_contrib_nbextensions_in_Sagemaker_Notebook
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| ' | |
| This is a quick shortcut to enable jupyter_contrib_nbextensions in AWS SageMaker Notebook instance. | |
| The correct way is to have the installation script as part of the instance Lifecycle Config. | |
| Apparently you can do without, but as with virtual environments in AWS Sagemaker, you lose it if you kill the instance. | |
| ' | |
| # Check whether vanilla nbextension is there or not | |
| jupyter nbextension list |
Andre-Tan
/ 2021Dec26-PandasPlotting.ipynb
Last active
August 19, 2022 02:33
A quick go-through of Directly Plotting in Pandas
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