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The paper mentions "Categorical features. For CatBoost, we employ the built-in support for categorical features. For all other algorithms, **we use the one-hot encoding.**"
So, do the MLP series dir…
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Hi, I am new to Keras and TensorFlow. I am using `keras==3.6.0` and `tensorflow==2.18.0`.
I created a sequential model and added layers to it. Here is a pseudocode of what I did:
```
from keras.m…
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In stepping through `fit` for NeuraNetworkRegressor, using the data at the top of the test file `regressors.jl`, I am getting some unexpected behaviour.
Here is a minimal version of that data givi…
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lgb version 4.5.0
error: ValueError: train and valid dataset categorical_feature do not match.
setting:
clf = lgb.train(params=params, train_set=lgb_train,
valid_sets=[lgb_tra…
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### Keras version: 3
### TensorFlow version
2.16.1
### Current behavior?
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 354ms/step - accuracy: 0.5000 - loss: 1.1560
[1.1560312509536743, 0.5]
Epoch 1/10
1/…
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### SynapseML version
`OutOfMemorySparkException` only when including a `validationIndicatorCol` - LightGBMClassifier
### System information
- **Language version** ( python 3.10.12, scala 2.12):
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https://github.com/Labo-Lacourse/stepmix/blob/4fdc222b6eabf6962b1146c9df778f7cc530df44/stepmix/emission/categorical.py#L82
Seems to happen for me intermittently, depending on what random state I st…
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Dear Devs,
I am currently training a model (starting from wgs.1.6.1) for use in a fish species. The programs are running well, I have confident regions and truth variants defined, and am currently t…
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Hi!
Thank you for providing this package. I encountered an issue when converting my DataFrame to a BipartiteDataFrame. Some of my categorical variables changed from binary values (0 and 1) to fract…
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@Devanik21 i analyze the mining python file and see lots of abnormalities ,i would to work on it
there is list of problem s that i can solve
### Data Leakage:** Pre-trained models may have bee…