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📺 Video: NER with Prodigy & Transfer Learning
ner ,  project ,  best-practices

I recorded a new video :tada: In this video, I'm training a named entity recogntion model from scratch, using semi-automatic annotation with sense2vec vectors and improving a model in the loop, plus some cool transfer le…

9 451 April 8, 2020
Annotation Flowchart: Named Entity Recognition
ner ,  project ,  best-practices

Just shared this on Twitter – if you find flowcharts like this useful, I’m happy to make more :smiley:

15 2086 February 7, 2020
📺 Video: Training a custom entity linking model with spaCy & Prodigy
ner ,  project
1 35 May 7, 2020
Med7 — an information extraction model for clinical natural language processing (built with spaCy & Prodigy)
ner ,  project ,  medical ,  paper
6 279 April 28, 2020
Blog post: Dealing with numeric fused heads for legal NER (by Mark Neumann)
ner ,  project ,  best-practices ,  legal
1 50 April 8, 2020
📺 Video: Custom recipes & image captioning with PyTorch
custom ,  project ,  pytorch ,  best-practices ,  news
1 62 March 24, 2020
sense2vec: updated library, new vectors, tutorial for bootstrapping NER models, more Prodigy recipes & open-source datasets
project ,  news
2 234 November 27, 2019
Streamlit app for exploring data & small training runs with Prodigy
project ,  third-party
2 427 October 11, 2019
Integrating Tensorflow's Object Detection API with Prodigy
image ,  project
1 1846 September 2, 2019
New: JupyterLab extension for Prodigy
project ,  news ,  jupyter
2 657 July 12, 2019
✨ VIDEO: FAQ #1: Tips & tricks for NLP, annotation & training with Prodigy and spaCy
project ,  news
5 328 February 13, 2019
Cloud deploy dockerfile
project ,  docker
2 363 January 4, 2019
Podcast speaker prediction with Prodigy and scikit-learn
custom ,  project ,  scikit-learn
1 281 December 17, 2018
prodigy-recipes repo – feedback appreciated!
docs ,  project ,  news
8 825 November 19, 2018
Code sharing: multi-annotator setup
project
6 915 May 17, 2018
✨ Tip: Test your patterns with our new Matcher Explorer demo
spacy ,  project
1 749 April 7, 2018
FullFact + Prodigy: Customising annotation tools for factchecking at scale
project
2 448 February 16, 2018