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Dr. Oliver Borchers

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Dr. Oliver Borchers

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Jan 9, 2024

3 Years of API Knowledge in 20 Tips

What I learned from shipping dozens of API microservices with millions of requests.

API Microservices

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Dr. Oliver Borchers

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Apr 6, 2021

Putting GPT-Neo (and Others) into Production using ONNX

How to use ONNX to put your models into production? Speed up inference by a factor of up to 2.5x!

Unrelated Picture of Speed

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TDS Archive

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Dr. Oliver Borchers

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Jun 2, 2020

Your Labels and Data are Noisy? LASSO The Traitors!

Label noise is a frequent problem when training supervised algorithms. Learn how to reduce label noise using LASSO The Traitors (LTT).

Your Labels and Data are Noisy? LASSO The Traitors!

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TDS Archive

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Dr. Oliver Borchers

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Sep 16, 2019

Visualizing 100.000 Amazon Products

Fast sentence embeddings (fse) enables you to compute sentence embeddings for millions of reviews in only a few minutes.

Visualizing 100.000 Amazon Products

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TDS Archive

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Dr. Oliver Borchers

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Jun 10, 2019

Sentence Embeddings. Fast, please!

Compute sentence embeddings 38x times faster using Gensim, Cython, and BLAS.

Sentence Embeddings. Fast, please!

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TDS Archive

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Dr. Oliver Borchers

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Feb 15, 2019

A Hitchhiker’s Guide to Mixture Density Networks

Assessing the uncertainty of predictions is elementary for business decisions. Mixture density networks help you to better understand the…

A Hitchhiker’s Guide to Mixture Density Networks

Dr. Oliver Borchers

Dr. Oliver Borchers

Executive AI and Automation Partner. Head of AI Engineering at IU Group. Dr. rer. pol. Current writing at drborchers.com

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