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### Search before asking
- [X] I have searched the YOLOv5 [issues](https://github.com/ultralytics/yolov5/issues) and [discussions](https://github.com/ultralytics/yolov5/discussions) and found no simi…
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**Description**: Develop tests to verify the correctness of each function, including text preprocessing and trigram generation.
**Checklist**:
- [ ] Research testing strategies for NLP models, esp…
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A recent [refactoring](https://github.com/epfml/disco/commit/0892e405036ef46f9f8948be0795dff0bf8089d7) enforced tasks' preprocessing in a lazy and streaming fashion. The preprocessing first defines st…
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aka calibration curve
the transfer function is a csv of frequency vs dB
each recorder model has a different transfer function
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Ideally, the functions shouldn't error out in both cases. But it should be preferred to add them after all the preprocessing, before EDA / ML.
-> A separate function needs to remove / add them.
->…
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Currently, the student metrics data (study hours, participation rate, assignment completion) is directly analyzed without automated cleaning or preprocessing. To improve data reliability and maintain …
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Write a notebook to illustrate the signal processing steps for SQI extraction, as follows:
A. Described all the functions in preprocess_signal.
1) One example applies tapering method for a cycle …
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If we are running a preprocessing pipeline during load, and that pipeline config has demodulation enabled, then create demodulated toast observation containers rather than the usual ones. The mapping…
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# Preprocessing strategy
* Add modular functions to preprocess data. Mostly involving creating new columns
* I like the `add_*_vars` format for names
* It's possible in future some of these cou…
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Hi,
I've two questions regarding the preprocessing functions:
- Regarding `prep_tensors` - the lines
```
y = y[:,1:]
x = np.roll(x, shift=1, axis=1)[:,1:,]
```
Simply throw away the fir…