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Argilla is a data annotation tool with an API that allows you to use external models to automatic...

Welcome to my Machine Learning and AI notebook. 🧱 AI and ML Fundamentals AI Best Practices - ...

Deploying models that are performant (obviously statistically but in this context I primarily mea...

So much AI turns out to be low-waged people in a call center in the Global South pretending to ...

The DeBERTa zero-shot model is an NLP zero-shot classifier trained by Moritz Laurer and made publ...

Web UI API Run the web UI with: ./webui.sh --api   Example Python Script import webuiapi ...

Paper Link Authors: Sachita Nishal Nicholas Diakopoulos Notes Their work comes at the pr...

Use groupby on the label column to create sub-frames for each label and then use the sample() fu...

Core Scientific Concepts (CoreSC) is an annotation scheme used to delineate different parts of sc...

The Keras website has a tutorial on how to do multi-label learning with a large number of labels:...

Spacy Coref is an experimental coreference resolution model in spacy The project repository is he...

Flower is a federated learning framework with compatibility with Torch, Tensorflow and others

Set Up Environment It's relatively easy to use SpaCy with a GPU these days. First set up your con...

Machine learning is a complex and multifaceted activity that requires the combination of a number...

Explainability is a big challenge in machine learning. I wrote a blog post about the ELI5 library...

Many ML classification models can provide a confidence score which tells the user how confident t...

Good machine learning is heavily dependent on good data. A few more good data-points is likely to...

Relationship Extraction (RE) is a task that is related to Coreference Resolution but with a focus...

PET or Pattern Exploitative Training @article{schick2020exploiting, title={Exploiting Cloze Qu...

Welcome to the digital garden of James Ravenscroft. This site is where I keep my notes in progres...