TomAugspurger/effective-pandas

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TomAugspurger

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Source code for my collection of articles on using pandas.

Effective Pandas

A collection of notebooks behind my series on writing idiomatic pandas.

dask-tutorial-pycon-2018

Jupyter Notebook

135

PyDataSeattle

For the pandas tutorial at PyData Seattle: https://www.youtube.com/watch?v=otCriSKVV_8

Jupyter Notebook

116

pandas-head-to-tail

Jupyter Notebook

pydata-nyc-ph2t

PyData NYC 2017: Pandas Head to Tail

Jupyter Notebook

pydata-chi-h2t

Materials for the pandas tutorial at PyData Chicago 2016

Jupyter Notebook

skmca

A scikit-learn compatible implementation of MCA

Python

mtg

Materials for my talk at PyData Chicago 2016

Jupyter Notebook

DSADD

A python package for defensive data analysis.

Python

postlearn

Common post-estimation tasks for scikit-learn

Python

rasterpandas

Jupyter Notebook

TomAugspurger.github.io

Source code for my site

CSS

Greene_Econometrics

Python

dask-tutorial-odsc-2018

Jupyter Notebook

esip-summer-2021-geospatial-ml

science-thursday

pc-cng-outreach-2022

noaa-nwm

acon-2020-pandas

What's new in pandas (AnacondaCON 2020)

Jupyter Notebook

scalable-geospatial-with-dask

Jupyter Notebook

pycps

Download CPS files

Python

pandas-best-practices

Jupyter Notebook

sktransformers

Python

planetary-computer-deep-dives

scalable-ml

scalable-ml-fec

xcog

dask-demo

StatLearning

pydata-nyc-2019-scalable-ml

Makefile

dota

Python

landcover-demo-gtc-2021

Jupyter Notebook

noaa-edmw-2022

Jupyter Notebook

PracticalPandas

jupyterhub-mlflow-auth

Tornado proxy for adding JupyterHub auth to MLFlow

Python

cogrib

Python

cmip6

geoint-2021

pandas-tutorial-dask

dask-prophet

stac-dask-discussion

dnwr-zlb

Source code for my second-year paper

scalable-sustainability-pydata-global

prefect-demo

pandorable-pandas

ai4e-summit-2022

pc-data-api

google-open-buildings-example

msgspec-stac

pc-ams

ia-rug

titiler-binder

deltares

Python

kaggle-allstate

titanic

circleci-test

gbif

daymet-recipe

pc-clivar-reanalysis

planetarycomputer-examples

pandas-manylinux

pandas-actions

allisons-blog

pc-streamlit-example

Streamlit on the Planetary Computer

Python

idp-results

Parse results from https://results.thecaucuses.org/

Jupyter Notebook

planet-nicfi

Python

pc-binder-r

Dockerfile

jupyterhub-opencensus-monitoring

example-pipeline

pangeo-foss4g-2021

pc-binder-python

pc-binder-gpu-pytorch

Dockerfile

TomAugspurger/effective-pandas

TomAugspurger

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Effective Pandas

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