Here is a curated collection of ML Recipes: ready-to-use examples, best practices, and learning materials available to you in the form of interactive environments running on Neuro Platform.
With ML Recipes, you can:
You can start by taking one of these recipes 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.
To work with ML Recipes, you need to install Neuro Platform CLI.
pip install -U neuromation neuro login
Paste that in a macOS, Windows, or Linux terminal prompt. This command automatically installs Neuro CLI and brings you to the log you in screen of Neuro Platform.
Neuro Platform CLI requires Python 3.7 installed. We suggest installing Anaconda Python 3.7 Distribution. On some distributions, you might have to run
pip3 install -U neuromation.
Choose an ML Recipe from the list above, clone the corresponding repository and follow the instructions from that recipe's README.