tensorflow/adanet
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Fast and flexible AutoML with learning guarantees.
7 mentions on Hacker News by 6 people: 1 story, 6 comments · first 2018-10-30 · latest 2021-11-13
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…inside a single TensorFlow session. Unfortunately that project seems to have been abandoned. [1] https://github.com/tensorflow/adanet
comment by mark_l_watson · 2021-11-13 · in Show HN: AutoAI – A framework to find the best performing AI/ML model -
…it off for any practical problem we solved. [1]: https://openai.com/blog/deep-double-descent [2]: https://github.com/tensorflow/adanet
comment by eugenhotaj · 2020-03-30 · in When to assume neural networks can solve a problem -
https://github.com/tensorflow/adanet looks effectively modular to me, although I wouldn't consider it the epitome of the same. One needs to be able to merge, move, and remove modules too.
comment by Michaelanjello · 2018-12-03 · in Ask HN: Are modular neural networks an interesting avenue for further research? -
…layers) as part of the NASNet-A architecture (presented in https://arxiv.org/abs/1707.07012 ): https://github.com/tensorflow/adanet/blob/master/adanet/exam... AdaNet supports high level APIs (e.g tf.layers, tf.losses), so it can support…
comment by cweill · 2018-10-30 · in Introducing AdaNet: Fast and Flexible AutoML with Learning Guarantees -
…it would make it easier to try AdaNet. Feel free to file a feature request on the GitHub repo: https://github.com/tensorflow/adanet .
comment by cweill · 2018-10-30 · in Introducing AdaNet: Fast and Flexible AutoML with Learning Guarantees -
Example notebook from the official repo which gives a better example on how AdaNet works: https://github.com/tensorflow/adanet/blob/master/adanet/exam... Despite being "AutoML", there's still a lot of work that needs to be done to optimize…
comment by minimaxir · 2018-10-30 · in Introducing AdaNet: Fast and Flexible AutoML with Learning Guarantees