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Ensemble.from_parquet has evolved to do a lot of TAPE-specific things, from setting up the column mapper to setting the index on the chosen id column. As a result, there's some friction between the fu…
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I've been using DrWatson.jl to organize my preprocessing code/analysis for an ensemble of experiments performed in a large, complex facility. I've struggled to find an ergonomic workflow that captures…
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# ❓ Questions & Help
## Details
I have trained both a Two Tower and DLRM model using PreTrained embeddings using a Loader with EmbeddingOperator following the approach from this example:
ht…
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Post-processing step of a test run for hurricane sandy with 5 ensembles failed with the following error message:
```
[2023-08-15 21:35:23,638] klpc_wetonly INFO : dividing 70/30% for training/…
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Several UI elements are now created to support effective workflow related to plots. Perform testing on Analysis Plots and Correlation Plots. Test invalid input, invalid datasets, with no data present,…
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The `AHM_ANALYSIS` is somewhat broken in that it consumes a lot of memory.
See the following issues for details:
Old issue discussing memory issues that are still prevalent:
- https://github.com/…
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Dask does not have the ability to "stateful" between invocations of the workflow. This means if the workflow crashed all progress will be lost.
We will need to do _something_ to deal with this as o…
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> **New Functions**
- [ ] Explore variable selection based on univariate model performance, see [Oeser et al., 2024](https://onlinelibrary.wiley.com/doi/10.1111/geb.13911)
- [ ] New function to calc…
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Hi, I am trying to run the example notebook [03-model-inference-hugectr.ipynb](https://github.com/GoogleCloudPlatform/nvidia-merlin-on-vertex-ai/blob/main/03-model-inference-hugectr.ipynb) of Merlin o…
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## Problem:
In Systems, we need to know information about the various ops that go into an Ensemble. The primary one is the input/output schemas for the data and models that make up the ensemble.
We …