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All the scripts in project are independant. We can extend this project by creating a framework.
Framework should allow user to initialize classifier using pluggable and customizable model,proprocesso…
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// 1. Initalize ML.NET environment
MLContext mlContext = new MLContext();
// 2. Load training data
IDataView trainData = mlContext.Data.LoadFromTextFile("taxi-fare-train.csv", separatorChar:',');…
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In binary classification, there are situations where the data are imbalanced and only false positives or only false negatives are costly, we would want to tune the model on simply Precision or Recall.…
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Opening a discussion on 2nd party integration patterns and on how (or whether) to build a decentral estimator library.
More concretely, what are the base patterns in setting up packages like `proph…
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Looking at the docs, I think there are some small improvements I would suggest to help users find information:
- [ ] The docs page at https://automl.github.io/amltk/latest/ seems to miss some of th…
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I got the following error when running the following example: [network_traffic_model_forecasting.ipynb](https://github.com/intel-analytics/analytics-zoo/blob/master/pyzoo/zoo/chronos/use-case/network_…
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#### Description
I want to optimize a function that takes in 3 float parameters. However, not all combinations of the 3 parameters could exist.
Is there a way to define the configspace as a pool of …
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[A clear and concise description of what the bug is.]
PROBLEM:
=========
AutoMLSearch execution leads to Segmentation Fault
Process finished with exit code 139 (interrupted by signal 11: SIGSEG…
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**Description**
The ["Task Collection" tab for the "AutoML Benchmark All Classification" benchmark](https://www.openml.org/search?type=benchmark&sort=tasks_included&study_type=task&id=271) (id=271) s…
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@cartacioS @daholste (For next week, after //BUILD/, not urgent. To be done with a PR against MASTER).
Since most datasets used by the samples are small, we're selecting the approach of having each…