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# Reference
- [ ] [paper - 2018 - FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search](https://arxiv.org/abs/1812.03443)
- [ ] [paper - 2020.04 - FBNetV2: Di…
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automl = AutoML(
algorithms=["CatBoost", "Xgboost", "LightGBM"],
mode="Compete",
ml_task="multiclass_classification",
eval_metric='f1',
random_state=42,
total_time_limit=…
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= X[self.regressors]
File "/usr/app/regression/venv/lib/python3.10/site-packages/pandas/core/frame.py", line 3899, in __getitem__
indexer = self.columns._get_indexer_strict(key, "columns")[1]…
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_Originally coming from an issue that mixed things up, GH-170, let's get things straight here._
## Problem
CI on the AutoML job occasionally trips like this, failing the CI run.
```
FAILED t…
amotl updated
2 months ago
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I couldn't get the same result with FLAML when using the original ML model trained with the configuration obtained from FLAML.
Below is my code for FLAML and the result:
```
automl = AutoML()
au…
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The [ML․NET samples repo](https://github.com/dotnet/machinelearning-samples) could use a ranking AutoML sample.
Currently there are AutoML samples for:
* [Binary Classification sample](https://git…
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# Reference
**paper**
- 09/2018 [Searching for Efficient Multi-Scale Architectures for Dense Image Prediction](https://arxiv.org/abs/1809.04184)
- 10/2018 [Fast Neural Architecture Search of Compac…
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# Reference
# Brief
## Pruning
Name | Description
-- | --
AGP Pruner
Slim Pruner
FPGM Pruner
NetAdapt Pruner
SimulatedAnnealing Pruner
ADMM Pruner
AutoCompress Pruner
Prune-EA
#…
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# Reference
- [ ] [paper - 2017 - Google Vizier: A Service for Black-Box Optimization](https://static.googleusercontent.com/media/research.google.com/zh-CN//pubs/archive/46180.pdf)
- [ ] [automl…
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# Reference
- [ ] [Github repo](https://github.com/EpistasisLab/tpot)
- [ ] [Docs](http://epistasislab.github.io/tpot/)
# Brief
- A Python Automated Machine Learning tool that optimizes machine …