Spearmint
youtube-react
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| Spearmint | youtube-react | |
|---|---|---|
| 2 | 1 | |
| 1,529 | 562 | |
| 0.1% | - | |
| 0.0 | 1.9 | |
| over 4 years ago | 12 months ago | |
| Python | JavaScript | |
| GNU General Public License v3.0 or later | - |
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Spearmint
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Why do tree-based models still outperform deep learning on tabular data?
It occurs to me that a system, trained on peer-reviewed applied-machine-learning literature and Kaggle winners, that generates candidates for structured feature-engineering specifications, based on plaintext descriptions of columns' real-world meaning, should be considered a requisite part of the "meta" here.
Ah, and then you could iterate within the resulting feature-engineering-suggestion space as a hyper-parameter between experiments, which could be optimized with e.g. https://github.com/HIPS/Spearmint . The papers write themselves!
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[D] What kind of Hyperparameter Optimisation do you use?
This was some time ago but I had some promising results with Bayesian optimization using a Gaussian Process prior. The method was developed by the guys who wrote Spearmint. That library doesn't support parallelization but I implemented the same technique in Scala without too much difficulty.
youtube-react
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The Truth On The Recent Cyberbullying (Details In Text)
So DevSpace ('your' version), Videofy ('yours'), ImgCleaner ('yours') weren't projects on your resume?
What are some alternatives?
optuna - A hyperparameter optimization framework
tech-courses-search-engine - A real-time tech course finder, created using Elasticsearch, Python, React+Redux, Docker, and Kubernetes.
srbench - A living benchmark framework for symbolic regression
Spearmint - Testing, simplified. || An inclusive, accessibility-first GUI for generating clean, semantic Javascript tests in only a few clicks of a button.
yggdrasil-decision-forests - A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.
microservices-grpc-ui - Microservices applying BFF pattern with REST, and gRPC. This repo contains the generic UI.
axe-testcafe - The helper for using Axe in TestCafe tests
Spoke - mass-contact text/SMS distribution tool
decision-forests - A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
devconnector_2.0 - Social network for developers, built on the MERN stack
spaceopt - Hyperparameter optimization via gradient boosting regression
enzyme-to-json - Snapshot test your Enzyme wrappers