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Automunge
Artificial Learning, Intelligent Machines
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Validations with Automunge
Validations with Automunge
Stable version release 8.30
Nicholas Teague
Aug 5, 2022
DataPerf ML with Automunge
DataPerf ML with Automunge
ICML 2022, DataPerf Workshop
Nicholas Teague
Jun 14, 2022
Feature Encodings for Gradient Boosting with Automunge
Feature Encodings for Gradient Boosting with Automunge
Cooling off on One Hot Encoding
Nicholas Teague
Mar 15, 2022
Troubleshooting with Automunge
Troubleshooting with Automunge
Getting to the root of the matter
Nicholas Teague
Feb 23, 2022
The Pitch.
The Pitch.
Automunge pitch deck 2022
Nicholas Teague
Jan 20, 2022
Noise Injection Benchmarks
Noise Injection Benchmarks
The fine print
Nicholas Teague
Nov 17, 2021
Data-Centric AI with Automunge
Data-Centric AI with Automunge
NeurIPS 2021 Workshop Poster
Nicholas Teague
Oct 26, 2021
Drift Reporting with Automunge
Drift Reporting with Automunge
The only constants are laws of nature
Nicholas Teague
Oct 19, 2021
Noise Injections with Automunge
Noise Injections with Automunge
Determinism is overrated
Nicholas Teague
Oct 17, 2021
Custom ML Infill with Automunge
Custom ML Infill with Automunge
All learners are welcome
Nicholas Teague
Oct 7, 2021
Private Encodings with Automunge
Private Encodings with Automunge
Introducing anonymized dataframes
Nicholas Teague
Oct 5, 2021
Tabular Engineering with Automunge
Tabular Engineering with Automunge
It’s what we do
Nicholas Teague
Sep 18, 2021
Custom Transformations with Automunge
Custom Transformations with Automunge
Because sometimes you want to drive the car yourself
Nicholas Teague
Aug 16, 2021
A Library of Contributions
A Library of Contributions
The full scope of Automunge
Nicholas Teague
Aug 14, 2021
A New Kind of Data
A New Kind of Data
Bit width defender
Nicholas Teague
Jul 20, 2021
Data Structure
Data Structure
From my family tree to yours
Nicholas Teague
Jul 14, 2021
The Pitch
The Pitch
If you believe the impossible, the incredible can come true.
Nicholas Teague
Jun 15, 2021
Missing Data Infill with Automunge
Missing Data Infill with Automunge
The Preprint
Nicholas Teague
May 21, 2021
Competing with Automunge
Competing with Automunge
Competition is healthy
Nicholas Teague
Apr 20, 2021
Oversampling with Automunge
Oversampling with Automunge
2 + 2 > 2 + 1
Nicholas Teague
Mar 29, 2021
Missing Data Infill with Automunge
Missing Data Infill with Automunge
An ML infill validation
Nicholas Teague
Feb 26, 2021
Open Source Blogging with Automunge
Open Source Blogging with Automunge
Better than arXiv
Nicholas Teague
Feb 24, 2021
Hashed Categoric Encodings with Automunge
Hashed Categoric Encodings with Automunge
High cardinality, low overhead
Nicholas Teague
Dec 23, 2020
Thank you for your feedback
Thank you for your feedback
In which we argue our case
Nicholas Teague
Nov 29, 2020
Automunge Inplace
Automunge Inplace
It’s both here and there
Nicholas Teague
Oct 30, 2020
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