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# RFC: Enhancement of Multi-Tenancy in ML-Commons Plugin
## 1. Introduction
This RFC details the proposed low-level design for enhancing multi-tenancy in the ML-Commons plugin, aimed at providin…
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I am new to doing distributed training and inference of ML models. If I have say 4 GPU nodes in a spark cluster, will this library help me train and do inference on the models without having to go in…
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Seems like no releases or PRs being merged for sometime now. In case this project is deprecated, what are suggested pathways for a user to enable distributed learning in the cloud please?
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Hi, I've just found this library and it seems great, but wanted to quickly double-check if it's applicable to my use case. Namely, I have a large amount of tabular data stored in Spark DataFrames (so …
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```python
from distributed.protocol import deserialize_bytes
```
**What happened**:
Error trying to deserialize an object `dask_ml.decomposition.PCA` already fitted.
```python
OSError: Timed…
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My data is actually a `scipy.sparse.csr_matrix`. In order to convert this to a `dask.array`, I am sending the data with `client.scatter` and then I am using `dask.array.from_delayed`. Lastly, I am usi…
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Tried to run the the cell
```
from sklearn.externals import joblib
with joblib.parallel_backend('dask', scatter=[X, y]):
grid_search.fit(X, y)
```
and got the output (it's long...)
Poss…
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The Wiener filtering on the CMB, is it done as a preprocessing? And would that noise be considered additive or is it on the sensors i.e. after other nonlinear corruptions have been placed on.
From …
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### Description
Learn more about `Ray AIR`_ and its libraries:
- `Data`_: Scalable Datasets for ML
- `Train`_: Distributed Training
- `Tune`_: Scalable Hyperparameter Tuning
- `RLlib`_: Scalabl…
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As part of formalizing System Indices in Elasticsearch (https://github.com/elastic/elasticsearch/issues/50251), we will be restricting access to System Indices via the REST interface, except by means …