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* Add GetInsights class

* Update autoencoders.py

* Add _statistics method

* Add new arguments to AutoClassifier

A new hyperparameter search method has been added.

* [FIX] GetInsights class

* Update Deep_Models.ipynb

* Update Deep_Models.ipynb
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jzsmoreno authored Jan 18, 2025
1 parent d4d1da3 commit 9d5f5d1
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Showing 7 changed files with 834 additions and 309 deletions.
3 changes: 2 additions & 1 deletion .gitignore
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Expand Up @@ -129,7 +129,8 @@ dmypy.json
*.sql
/*.html

/best_model/*
*best_model*
*my_dir*
# Ignore <files>.txt for testing
/examples/*.txt

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500 changes: 500 additions & 0 deletions examples/Deep_Models.ipynb

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263 changes: 0 additions & 263 deletions examples/Deepl_Models.ipynb

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2 changes: 1 addition & 1 deletion likelihood/VERSION
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1.2.24
1.2.25
12 changes: 5 additions & 7 deletions likelihood/graph/nn.py
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import logging
import os

os.environ["TF_ENABLE_ONEDNN_OPTS"] = "0"
# Suppress TensorFlow INFO logs
os.environ["TF_CPP_MIN_LOG_LEVEL"] = "2"
import logging
os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
logging.getLogger("tensorflow").setLevel(logging.ERROR)

import warnings
from typing import List, Tuple

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from likelihood.tools import generate_feature_yaml

logging.getLogger("tensorflow").setLevel(logging.ERROR)

tf.compat.v1.logging.set_verbosity(tf.compat.v1.logging.ERROR)
tf.get_logger().setLevel("ERROR")


def compare_similarity(arr1: np.ndarray, arr2: np.ndarray) -> int:
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