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🔬 *This is an experiment in doing radically open research. I plan to post all my work on this openly as I do it, tracking it in this issue. I'd love for people to comment, or better yet collaborate! *…
colah updated
5 years ago
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Pre-filter out the noisy, high order products of dim pixels so we can greatly reduce the dimensions of the PLD design matrix.
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Some more dimensionality reduction algorithms might be interesting for exploring other visualisations:
- [ ] Diffusion maps: might be interesting since used in other developmental biology projects.…
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rasbt updated
4 years ago
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### Features Reduction
It would be great if dimensionality reduction API could be added to ML.NET. This will be a major advantage in shortening training time.
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Right now there is a distinction between `feature-extraction` and `feature-extraction-model` (curious on the distinction, I think I get it: one is the general method, the other one is a model that re…
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- [ ] Enable selection of a machine where a Python-script is executed.
- [ ] Validate the performance gain from the RAPIDS use compared to the native dimensionality reduction implementation.
- [ ] A…
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Hi,
I would to begin by thanking you for your tremendous work on this library.
I had a question regarding your [dimensionality_reduction.py](https://github.com/UKPLab/sentence-transformers/blob/m…