unimore/bda-6-steffo
unimore/bda-6-steffo
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idk something more

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Steffo 2023-02-10 06:02:37 +01:00
parent 87d9d7299d
commit 03c6123d85
Signed by: steffo
GPG key ID: 2A24051445686895
2 changed files with 5 additions and 8 deletions
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5
.idea/runConfigurations/unimore_bda_6.xml
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@ -1,17 +1,14 @@
<component name="ProjectRunConfigurationManager"> <component name="ProjectRunConfigurationManager">
<configuration default="false" name="unimore_bda_6" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true"> <configuration default="false" name="unimore_bda_6" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
<module name="unimore-bda-6" /> <module name="unimore-bda-6" />
<option name="INTERPRETER_OPTIONS" value="" /> <option name="INTERPRETER_OPTIONS" value="-O" />
<option name="PARENT_ENVS" value="true" /> <option name="PARENT_ENVS" value="true" />
<envs> <envs>
<env name="CONFIRM_OVERWRITE" value="False" /> <env name="CONFIRM_OVERWRITE" value="False" />
<env name="NLTK_DATA" value="./data/nltk" /> <env name="NLTK_DATA" value="./data/nltk" />
<env name="PYTHONUNBUFFERED" value="1" /> <env name="PYTHONUNBUFFERED" value="1" />
<env name="TENSORFLOW_EPOCHS" value="4" /> <env name="TENSORFLOW_EPOCHS" value="4" />
<env name="EVALUATION_SET_SIZE" value="100" />
<env name="TF_CPP_MIN_LOG_LEVEL" value="2" /> <env name="TF_CPP_MIN_LOG_LEVEL" value="2" />
<env name="TRAINING_SET_SIZE" value="1000" />
<env name="VALIDATION_SET_SIZE" value="100" />
<env name="WORKING_SET_SIZE" value="1000000" /> <env name="WORKING_SET_SIZE" value="1000000" />
<env name="XLA_FLAGS" value="--xla_gpu_cuda_data_dir=/opt/cuda" /> <env name="XLA_FLAGS" value="--xla_gpu_cuda_data_dir=/opt/cuda" />
</envs> </envs>

8
unimore_bda_6/analysis/tf_text.py
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@ -189,9 +189,9 @@ class TensorflowCategorySentimentAnalyzer(TensorflowSentimentAnalyzer):
input_dim=TENSORFLOW_MAX_FEATURES.__wrapped__ + 1, input_dim=TENSORFLOW_MAX_FEATURES.__wrapped__ + 1,
output_dim=TENSORFLOW_EMBEDDING_SIZE.__wrapped__, output_dim=TENSORFLOW_EMBEDDING_SIZE.__wrapped__,
), ),
tensorflow.keras.layers.Dropout(0.25), tensorflow.keras.layers.Dropout(0.10),
tensorflow.keras.layers.GlobalAveragePooling1D(), tensorflow.keras.layers.GlobalAveragePooling1D(),
tensorflow.keras.layers.Dropout(0.25), tensorflow.keras.layers.Dropout(0.10),
tensorflow.keras.layers.Dense(5, activation="softmax"), tensorflow.keras.layers.Dense(5, activation="softmax"),
]) ])
@ -240,9 +240,9 @@ class TensorflowPolarSentimentAnalyzer(TensorflowSentimentAnalyzer):
input_dim=TENSORFLOW_MAX_FEATURES.__wrapped__ + 1, input_dim=TENSORFLOW_MAX_FEATURES.__wrapped__ + 1,
output_dim=TENSORFLOW_EMBEDDING_SIZE.__wrapped__, output_dim=TENSORFLOW_EMBEDDING_SIZE.__wrapped__,
), ),
tensorflow.keras.layers.Dropout(0.25), tensorflow.keras.layers.Dropout(0.10),
tensorflow.keras.layers.GlobalAveragePooling1D(), tensorflow.keras.layers.GlobalAveragePooling1D(),
tensorflow.keras.layers.Dropout(0.25), tensorflow.keras.layers.Dropout(0.10),
tensorflow.keras.layers.Dense(1), tensorflow.keras.layers.Dense(1),
]) ])