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pretrained-word-embeddings – AI Model by sumedh | AlphaNeural AI
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sumedh
/
pretrained-word-embeddings
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keras
tensorboard
tf-keras
multiclass-classification
newsgroup
en
newsgroup
us
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Model description
Text classification on the Newsgroup20 dataset using pre-trained
GloVe
word embeddings.
This repo contains the model
to this Keras example using pre-trained word embeddings
.
Full credits to :
fchollet
Model reproduced by :
Sumedh
Training and evaluation data
Newsgroup20 dataset, a set of 20,000 message board messages belonging to 20 different topic categories
Training hyperparameters
The following hyperparameters were used during training:
name
learning_rate
decay
rho
momentum
epsilon
centered
training_precision
RMSprop
0.0010000000474974513
0.0
0.8999999761581421
0.0
1e-07
False
float32
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