Computing tSNE embeddings in streaming
For more details read the blog post. As explained, at the moment we only have "fake" streaming. Stay tuned.
- Learn directly mappers: see Learning a Parametric Embedding by Preserving Local Structure).
- Do real streaming like in A-tSNE.
For less trouble, setup
Missing packages can be installed with 'pip install X Y Z'
To use with your own data you'll need to define in
- how to load your data samples. We offer digits by default.
- which pipeline you use for feature engineering.
Then you may want to change learners used in
embedding.py. We use SVR at the moment. To do a seach for decent calibration run:
Note that this tool can we used for real-time update of regression results, whatever that means.
nodejs ready, and it should be as simple as:
cd app npm install npm start
If you want to change ports, etc, modify the .webpack.config files.