hyperparameter-optimization
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What would you like to be added: As title
Why is this needed: All pruning schedule except AGPPruner only support level, L1, L2. While there are FPGM, APoZ, MeanActivation and Taylor, it would be much better if we can choose any pruner with any pruning schedule.
**Without this feature, how does current nni
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with the Power Transformer.
See optuna/optuna#1913.
Some type hints are not complying to the latest mypy == 0.790 and should be addressed.
resuming training
How do i resume training for text classification?
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- add optimized metric
- add total run time
- add validation metric
- add parameters used in AutoML
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If enter_data() is called with the same train_path twice in a row and the data itself hasn't changed, a new Dataset does not need to be created.
We should add a column which stores some kind of hash of the actual data. When a Dataset would be created, if the metadata and data hash are exactly the same as an existing Dataset, nothing should be added to the ModelHub database and the existing
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Oct 27, 2020 - Jupyter Notebook
Is your feature request related to a problem? Please describe.
https://stackoverflow.com/questions/64477316/how-to-implement-a-repository-for-lazy-data-loading-with-neuraxle/64850395#64850395
Describe the solution you'd like
I provided an answer on the StackOverflow question above.
Additional context
We should edit the page [here](https://www.neuraxle.org/stable/intro.html#r
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What is the problem?
it looks like ray.get(obj, timeout=0) is equivalent to just ray.get(obj)
Reproduction (REQUIRED)
Please provide a script that can be run to reproduce the issue. The script should have no external library dependencies (i.e., use fake or mock data / environments):