Natural Language Processing
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Collection by Alexander Seifert
blog.kubeflow.org
Data Science Meets Devops: MLOps with Jupyter, Git, & Kubernetes
blog.kubeflow.org
9 min read · 10 saves · Aug 4th · Kubeflow is a fast-growing open source project that makes it easy to deploy and manage machine learning on Kubernetes. Due to Kubeflow’s explosive popularity, we receive a large influx of GitHub…
nlpers.blogspot.com
Doing Named Entity Recognition? Don't optimize for F1
nlpers.blogspot.com
4 min read · From 2006 · (Guest post by Chris Manning . Thanks Chris!) Among ML-oriented nlpers, using a simple F 1 of precision and recall is the standard way to...
atlantbh.com
First in the world to extract Hours of Operation (HOP)
atlantbh.com
2 min read · From 2018 · Belma Ibrahimovic · When you think Hours of Operation (HOP), you probably think it’s really easy to extract this data from any website. However, you can’t even begin to imagine all the possible formats in which HOP can…
yugeten.github.io
Gaussian Processes, not quite for dummies
yugeten.github.io
10 min read · 16 saves · 2019-09-05 · Before diving inI have procrastinated reading up about Gaussian process for many many moons. However, as always, I’d like to think that this is not just due to my procrastination superpowers. Whenever…
inovex.de
Uncertainty Quantification in Deep Learning
inovex.de
~13 min read · 55 saves · 2019-10-08 · Simon Bachstein · Teach your Deep Neural Network to be aware of its epistemic and aleatory uncertainty. Get a quantified confidence measure for your Deep Learning predictions.
phili.pe
Free Concurrency with GNU Parallel
phili.pe
5 min read · 2019-10-03 · Parallelizing code without writing any
Towards Data Science
Turn Python Scripts into Beautiful ML Tools
Towards Data Science
6 min read · 70 saves · 2019-10-01 · Adrien Treuille · Introducing Streamlit, an app framework built for ML engineers
medium.com
How to get up to speed on Machine Learning and AI
medium.com
4 min read · 2019-08-27 · By Oren Etzioni and the AI2 Team
thegradient.pub
The #BenderRule: On Naming the Languages We Study and Why It Matters
thegradient.pub
9 min read · 16 saves · 2019-09-15 · Progress in the field of Natural Language Processing (NLP) depends on the existence of language resources:
medium.com
📚The Current Best of Universal Word Embeddings and Sentence Embeddings
medium.com
8 min read · 19 saves · From 2018 · Word & Sentence Embeddings have evolved really fast over the last few months - A brief primer on what happened
Domino Data Lab
Deep Learning Illustrated: Building Natural Language Processing Models
Domino Data Lab
26 saves · 2019-08-22 · Andrea Lowe · Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn, Beyleveld, and Bassens. The excerpt…
medium.com
Text Similarities : Estimate the degree of similarity between two texts
medium.com
2019-05-14 · Adrien Sieg · Note to the reader: Python code is shared at the end
