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##Description
Data cleaning can be challenging and time-consuming, especially for beginners who may not know the best practices. This feature simplifies the process by identifying common data issues …
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It's a bit unhelpful if every almost everything goes into the first bucket. I…
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I ma trying to set up data for analysis using FMP cloud data. I am not sure how to remove outliers from my data.
In the book you recommend winsorization:
"The winsorization stage must be perform…
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Criar todo o código necessário para a limpeza dos dados e inserí-lo no notebook `notebooks/02-comparative_analysis.ipynb` . O notebook deve conter os seguintes tratamentos:
- [x] **Tratamento de dad…
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Hello, I'm using SLEAP H5 data for Simba, but when but when I run the outlier corrections it states is done but the document is empty
![Screenshot](https://github.com/sgoldenlab/simba/assets/1…
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# Description
Apply the same outlier / error detection heuristics and correlated time series imputation methods that we currently use on the FERC-714 hourly demand data to produce a complete and pl…
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MultiQC HTML report should load and be useful to someone reading a report, regardless of the number of samples it was generated with. We should explore alternative representations of each plot type th…
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### Describe the workflow you want to enable
Add gradient clipping to SGDRegressor to:
1. Improve training stability when dealing with outliers or ill-conditioned data
2. Enable differentially priv…
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## Description
### Regression Test for Loss, Memory,
Throughput
Comparisons on loss, memory and throughput for Full-FT, PEFT
- QLoRA: status quo on the switch of `torch_dtype=float16` (Referenc…
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Within the currently GHCN Daily flags it is possible for an extreme observation to be falsely flagged as an outlier, "O".
For details of the current quality assurance procedures see:
https://journ…