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scikit-learn
scikit-learn is a widely-used Python module for classic machine learning. It is built on top of SciPy.
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Bug Report
Is the issue related to model conversion? No
Describe the bug
DynamicQuantizeLinear function op does not have shape inference function defined. In absence of shape inference, function body is used to get the shape inference for the function op and although it works as a fallback option it hurts perf.
Expected behavior
Add shape inference function for DynamicQuan
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May 16, 2021
I just ran into an issue when trying to use to_csv with distributed workers that don't share a file system. I shouldn't have been surprised that writing to a local file system from a distributed worker doesn't work. It shouldn't work. But the error I got was just a File Not Found error. That brought me to:dask/dask#2656 (comment) - which was the answer.
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- As a user of Featuretools, I wish there was a utility function in Featuretools, which given a DataFrame, which provide me with a list of valid/applicable primitives.
- For an EntitySet with a single DataFrame, this should be possible by looking at the typing information
- For an EntitySet with multiple DataFrames, DFS can be called with
features_only=Trueand the primitives used can be gene
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TimeSeries Split
The problem I want to use auto-sklearn on is a time-series. Can we modify sklearn to include cv with time series?
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Describe the bug
when axis has duplicate value , onnxruntime compute result is all same value ,which is different with expect of tensorflow
Urgency
2020.11.18
System information
Linux Ubuntu 16.04
- ONNX Runtime installed from binary
- ONNX Runtime version:1.4.0
- Python version:3.5
Expected behavior
When there are duplicate values, the duplicate can be removed. j
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Is your feature request related to a problem? Please describe.
NA
Describe the solution you'd like
I thought I'd ask first, before submitting a PR—@MatthewMiddlehurst because it's your code, @kachayev and @RavenRudi because you are working on related PRs—would it be helpful to add [MiniRocket](https://github.com/alan-turing-institute/sktime/blob/main/sktime/transformations/panel/rocke
Currently, we don't store the learning rate but it is now being exposed in PyTorch (we may need to check the versions though).
Reported by @jiajiexiao here.
Interpret
Yes
When running TabularPredictor.fit(), I encounter a BrokenPipeError for some reason.
What is causing this?
Could it be due to OOM error?
Fitting model: XGBoost ...
-34.1179 = Validation root_mean_squared_error score
10.58s = Training runtime
0.03s = Validation runtime
Fitting model: NeuralNetMXNet ...
-34.2849 = Validation root_mean_squared_error score
43.63s =
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- What's your use case?
Hello everyone,
First of all, I want to take a moment to thank all contributors and people who supported this project in any way ;) you are awesome!
Due to my actual schedule, I'm very busy and I will not find much time to work fully (100%) on my open-source projects in the meantime.
I would like this project to continue improving, so I would be accepting maintainer(s) that would help mo
In issue #422/#423, users brought up that it's not clear from the error messages that you must fit before convert for most models.
We suspect that with KNN we could maybe also work if the model is not trained, but in general (e.g., with RandomForests) this won't work.
We need help documenting this, and also generating proper error messages. (You can see an example of an unhelpful error mess
Created by David Cournapeau
Released January 05, 2010
Latest release about 1 month ago
- Repository
- scikit-learn/scikit-learn
- Website
- scikit-learn.org
- Wikipedia
- Wikipedia