dask-examples

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Create an Example of Using TPOT Using Dataset that DOESN'T Fit in Memory

1

All of the examples I've seen either: 1. Show TPOT using Dask for training on a dataset that fits in memory ([shown here](https://examples.dask.org/machine-learning/tpot.html)) 2. Show how to use Dask-ml with...

windowshopr

Clarify difference between compute and load in xarray example

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Some minor changes to the xarray tutorial that hopefully make it a little clearer. I'll merge this tomorrow if there are no comments.

jsignell

XGBoost example notebook uses deprecated dask-xgboost

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This [Dask Examples notebook](https://github.com/dask/dask-examples/blob/main/machine-learning/xgboost.ipynb) uses the deprecated `dask-xgboost` rather than the native XGBoost integration. Tweaking the notebook should be relatively straightforward by following the example code in [this blog](https://coiled.io/blog/dask-xgboost-python-example/) ```...

avriiil

**What happened**: Running the `bag.ipynb` example several times on the same machine eventually fails at the first `Transform and Save` code cell. The `.to_textfiles()` call causes a `JSONDecodeError` due to...

bryanwweber

Can not use "conda install" in binder environment

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It seems that to whatever reasons, it is not possible to install a package into the binder environment via conda. I tried via the terminal or directly from within the...

nils-braun

Dashboard needs to be set up every time

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I suspect that we need to update the JLab workspace yaml file. Everything looks fine when you first start up, but once you actually create a cluster things reset poorly....

mrocklin

initial skorch hyperparam opt implementation

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Hey guys, I want to get the conversation started on this. I have a v1 implementation of an example using PyTorch + Skorch for a text classification problem. I'm then...

ToddMorrill

Add satpy example?

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@djhoese any interest? There is also https://examples.dask.org/applications/satellite-imagery-geotiff.html , but maybe there is more that we could add there or other examples that we could add. As a reminder, examples in...

mrocklin

The new version of the `dask-sphinx-theme` is now based on the `executable-book-theme` which automatically adds a banner for pages built from `.ipynb` files printing folks to head to Binder. So...

jacobtomlinson

Occasional failure in HTTP bytes

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When running CI in this project I sometimes run across the following error: ```python-traceback ~/miniconda/envs/test/lib/python3.7/site-packages/dask/bag/core.py in reify() 1603 def reify(seq): 1604 if isinstance(seq, Iterator): -> 1605 seq = list(seq) 1606...

mrocklin