This is a curated collection of ready-to-use examples, best practices and learning materials, available to you in the form of interactive environments running on Neuro Platform.
With AI kits you can:
You can start by taking one of these kits and experimenting with it as a free tier user or by installing Neuro into your AWS, GCP or Azure cloud account or on-prem GPU rack.
A Code-First Introduction to Natural Language Processing - everything you need to follow the NLP from fast.ai including transfer learning for NLP, tips on working with languages other than English, attention and the transformer, text generation algorithms, issues of bias and some steps towards addressing them.
NLP - based on Microsoft's NLP Notebooks. Start building Natural Language Processing systems for the following scenarios: Topic Classification, Named Entity Recognition, Question Answering, Sentence Similarity and more.
git clone --recursive https://github.com/neuromation/ai-kits.git
Make sure to use
--recursive argument to get a full copy of repositories included in the AI Kits.
To work with AI Kits you need to install
neuro CLI client.
Neuro CLI requires Python 3.7. We suggest installing Anaconda Python 3.7 Distribution. On some distributions you might have to run pip3 install -U neuromation.
pip install -U neuromation neuro login
Paste that in a macOS, Windows or Linux terminal prompt. This will automatically install Neuro CLI and initiate login flow.