This repository contains machine learning models implemented in TensorFlow. The models are maintained by their respective authors. To propose a model for inclusion, please submit a pull request.

Quoc Le 3581d5f244 My message vor 9 Jahren
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autoencoder a472ac9525 merged changes from #25 vor 9 Jahren
compression b181b9885c Update README with results for comparison. vor 9 Jahren
differential_privacy a66b9e13c9 added semi-supervised training of the student using improved-gan (#655) vor 9 Jahren
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inception bf51d43420 fix module object has no attribute NodeDef for tensorflow 0.11 (#572) vor 9 Jahren
lm_1b fdc4ce37a4 Fix README vor 9 Jahren
namignizer 76f567df5f add the namignizer model (#147) vor 9 Jahren
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resnet d93ffd0b69 Allow softplacement for ResNet vor 9 Jahren
slim ea207d8a4d Updating README.md vor 9 Jahren
street f42469ef90 Updated download instructions to match reality vor 9 Jahren
swivel f3144eb061 Add sys.stdout.flush() vor 9 Jahren
syntaxnet 5eff490de4 Fix POS tagging score of Ling et al.(2005) vor 9 Jahren
textsum 5e875226bc Explicitly set state_is_tuple=False. vor 9 Jahren
transformer d816971032 Use tf.softmax_cross_entropy_with_logits to calculate loss (#181) vor 9 Jahren
video_prediction d67ea24901 video prediction model code vor 9 Jahren
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AUTHORS 41c52d60fe Spatial Transformer model vor 9 Jahren
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WORKSPACE ac0829fa2b Consolidate privacy/ and differential_privacy/. vor 9 Jahren
data_utils.py 124a501db1 fix the readme vor 9 Jahren
model.py 124a501db1 fix the readme vor 9 Jahren
neural_programmer.py 124a501db1 fix the readme vor 9 Jahren
nn_utils.py 124a501db1 fix the readme vor 9 Jahren
parameters.py 124a501db1 fix the readme vor 9 Jahren
wiki_data.py 124a501db1 fix the readme vor 9 Jahren

README.md

Implementation of the Neural Programmer model described in https://openreview.net/pdf?id=ry2YOrcge

Download the data from http://www-nlp.stanford.edu/software/sempre/wikitable/ Change the data_dir FLAG to the location of the data

Training: python neural_programmer.py

The models are written to FLAGS.output_dir

Testing: python neural_programmer.py --evaluator_job=True

The models are loaded from FLAGS.output_dir. The evaluation is done on development data.

Maintained by Arvind Neelakantan (arvind2505)