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abstractive-summarization
attention
chatbot
- 1.basic-seq2seq-manual.ipynb
- 10.basic-birnn-seq2seq-greedy.ipynb
- 11.lstm-birnn-seq2seq-greedy.ipynb
- 12.gru-birnn-seq2seq-greedy.ipynb
- 13.basic-seq2seq-luong.ipynb
- 14.lstm-seq2seq-luong.ipynb
- 15.gru-seq2seq-luong.ipynb
- 16.basic-seq2seq-bahdanau.ipynb
- 17.lstm-seq2seq-bahdanau.ipynb
- 18.gru-seq2seq-bahdanau.ipynb
- 19.lstm-birnn-seq2seq-luong.ipynb
- 2.lstm-seq2seq-manual.ipynb
- 20.gru-birnn-seq2seq-luong.ipynb
- 21.lstm-birnn-seq2seq-bahdanau.ipynb
- 22.gru-birnn-seq2seq-bahdanau.ipynb
- 23.lstm-birnn-seq2seq-bahdanau-luong.ipynb
- 24.gru-birnn-seq2seq-bahdanau-luong.ipynb
- 25.lstm-seq2seq-greedy-luong.ipynb
- 26.gru-seq2seq-greedy-luong.ipynb
- 27.lstm-seq2seq-greedy-bahdanau.ipynb
- 28.gru-seq2seq-greedy-bahdanau.ipynb
- 29.lstm-seq2seq-beam.ipynb
- 3.gru-seq2seq-manual.ipynb
- 30.gru-seq2seq-beam.ipynb
- 31.lstm-birnn-seq2seq-beam-luong.ipynb
- 32.gru-birnn-seq2seq-beam-luong.ipynb
- 33.lstm-birnn-seq2seq-luong-bahdanau-stack-beam.ipynb
- 34.gru-birnn-seq2seq-luong-bahdanau-stack-beam.ipynb
- 35.byte-net.ipynb
- 35.byte-net.py
- 36.estimator.ipynb
- 37.capsule-lstm-seq2seq-greedy.ipynb
- 37.capsule-lstm-seq2seq-greedy.py
- 38.capsule-lstm-seq2seq-luong-beam.ipynb
- 38.capsule-lstm-seq2seq-luong-beam.py
- 39.lstm-birnn-seq2seq-luong-bahdanau-stack-beam-dropout-l2.ipynb
- 4.basic-seq2seq-api-greedy.ipynb
- 40.dnc-seq2seq-bahdanau-greedy.ipynb
- 41.lstm-birnn-seq2seq-beam-luongmonotic.ipynb
- 42.lstm-birnn-seq2seq-beam-bahdanaumonotic.ipynb
- 43.memory-network-basic.ipynb
- 44.memory-network-lstm.ipynb
- 45.attention-is-all-you-need.ipynb
- 46.transformer-xl.ipynb
- 47.attention-is-all-you-need-beam-search.ipynb
- 48.transformer-xl-lstm.ipynb
- 49.gpt-2-lstm.ipynb
- 5.lstm-seq2seq-api-greedy.ipynb
- 50.conv-encoder-conv-decoder.ipynb
- 51.conv-encoder-lstm.ipynb
- 52.tacotron-greedy.ipynb
- 53.tacotron-beam.ipynb
- 54.google-nmt.ipynb
- 6.gru-seq2seq-greedy.ipynb
- 7.basic-birnn-seq2seq-manual.ipynb
- 8.lstm-birnn-seq2seq-manual.ipynb
- 9.gru-birnn-seq2seq-manual.ipynb
- README.md
- access.py
- addressing.py
- dataset.tar.gz
- dnc.py
- gpt_2.py
- util.py
classification-comparison
dependency-parser
entity-tagging
extractive-summarization
generator
language-detection
neural-machine-translation
not-deep-learning
ocr
pos-tagging
question-answer
sentence-pair
speech-to-text
spelling-correction
squad-qa
stemming
text-augmentation
text-classification
text-similarity
text-to-speech
topic-generator
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unsupervised-extractive-summarization
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LICENSE
README.md
nlp-tf.png
requirements.txt

chatbot

huseinzol05

improve readme

Aug 11, 2019

db79d5d · Aug 11, 2019

History

Name	Name	Last commit message	Last commit date
parent directory ..
1.basic-seq2seq-manual.ipynb	1.basic-seq2seq-manual.ipynb	fix chatbot notebooks	Mar 3, 2019
10.basic-birnn-seq2seq-greedy.ipynb	10.basic-birnn-seq2seq-greedy.ipynb	fix chatbot notebooks	Mar 3, 2019
11.lstm-birnn-seq2seq-greedy.ipynb	11.lstm-birnn-seq2seq-greedy.ipynb	fix all chatbot notebooks	Mar 4, 2019
12.gru-birnn-seq2seq-greedy.ipynb	12.gru-birnn-seq2seq-greedy.ipynb	fix chatbot notebooks	Mar 3, 2019
13.basic-seq2seq-luong.ipynb	13.basic-seq2seq-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
14.lstm-seq2seq-luong.ipynb	14.lstm-seq2seq-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
15.gru-seq2seq-luong.ipynb	15.gru-seq2seq-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
16.basic-seq2seq-bahdanau.ipynb	16.basic-seq2seq-bahdanau.ipynb	fix all chatbot notebooks	Mar 4, 2019
17.lstm-seq2seq-bahdanau.ipynb	17.lstm-seq2seq-bahdanau.ipynb	fix all chatbot notebooks	Mar 4, 2019
18.gru-seq2seq-bahdanau.ipynb	18.gru-seq2seq-bahdanau.ipynb	fix all chatbot notebooks	Mar 4, 2019
19.lstm-birnn-seq2seq-luong.ipynb	19.lstm-birnn-seq2seq-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
2.lstm-seq2seq-manual.ipynb	2.lstm-seq2seq-manual.ipynb	fix all chatbot notebooks	Mar 4, 2019
20.gru-birnn-seq2seq-luong.ipynb	20.gru-birnn-seq2seq-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
21.lstm-birnn-seq2seq-bahdanau.ipynb	21.lstm-birnn-seq2seq-bahdanau.ipynb	fix all chatbot notebooks	Mar 4, 2019
22.gru-birnn-seq2seq-bahdanau.ipynb	22.gru-birnn-seq2seq-bahdanau.ipynb	fix all chatbot notebooks	Mar 4, 2019
23.lstm-birnn-seq2seq-bahdanau-luong.ipynb	23.lstm-birnn-seq2seq-bahdanau-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
24.gru-birnn-seq2seq-bahdanau-luong.ipynb	24.gru-birnn-seq2seq-bahdanau-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
25.lstm-seq2seq-greedy-luong.ipynb	25.lstm-seq2seq-greedy-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
26.gru-seq2seq-greedy-luong.ipynb	26.gru-seq2seq-greedy-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
27.lstm-seq2seq-greedy-bahdanau.ipynb	27.lstm-seq2seq-greedy-bahdanau.ipynb	fix all chatbot notebooks	Mar 4, 2019
28.gru-seq2seq-greedy-bahdanau.ipynb	28.gru-seq2seq-greedy-bahdanau.ipynb	fix all chatbot notebooks	Mar 4, 2019
29.lstm-seq2seq-beam.ipynb	29.lstm-seq2seq-beam.ipynb	fix all chatbot notebooks	Mar 4, 2019
3.gru-seq2seq-manual.ipynb	3.gru-seq2seq-manual.ipynb	fix all chatbot notebooks	Mar 4, 2019
30.gru-seq2seq-beam.ipynb	30.gru-seq2seq-beam.ipynb	fix all chatbot notebooks	Mar 4, 2019
31.lstm-birnn-seq2seq-beam-luong.ipynb	31.lstm-birnn-seq2seq-beam-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
32.gru-birnn-seq2seq-beam-luong.ipynb	32.gru-birnn-seq2seq-beam-luong.ipynb	fix all chatbot notebooks	Mar 4, 2019
33.lstm-birnn-seq2seq-luong-bahdanau-stack-beam.ipynb	33.lstm-birnn-seq2seq-luong-bahdanau-stack-beam.ipynb	fix all chatbot notebooks	Mar 4, 2019
34.gru-birnn-seq2seq-luong-bahdanau-stack-beam.ipynb	34.gru-birnn-seq2seq-luong-bahdanau-stack-beam.ipynb	fix all chatbot notebooks	Mar 4, 2019
35.byte-net.ipynb	35.byte-net.ipynb	add neural machine translation	Mar 16, 2019
35.byte-net.py	35.byte-net.py	fix some chatbot notebooks	Mar 5, 2019
36.estimator.ipynb	36.estimator.ipynb	rename folders	Jan 14, 2019
37.capsule-lstm-seq2seq-greedy.ipynb	37.capsule-lstm-seq2seq-greedy.ipynb	fix all chatbot notebooks	Mar 4, 2019
37.capsule-lstm-seq2seq-greedy.py	37.capsule-lstm-seq2seq-greedy.py	fix all chatbot notebooks	Mar 4, 2019
38.capsule-lstm-seq2seq-luong-beam.ipynb	38.capsule-lstm-seq2seq-luong-beam.ipynb	fix all chatbot notebooks	Mar 4, 2019
38.capsule-lstm-seq2seq-luong-beam.py	38.capsule-lstm-seq2seq-luong-beam.py	fix all chatbot notebooks	Mar 4, 2019
39.lstm-birnn-seq2seq-luong-bahdanau-stack-beam-dropout-l2.ipynb	39.lstm-birnn-seq2seq-luong-bahdanau-stack-beam-dropout-l2.ipynb	fix all chatbot notebooks	Mar 4, 2019
4.basic-seq2seq-api-greedy.ipynb	4.basic-seq2seq-api-greedy.ipynb	fix all chatbot notebooks	Mar 4, 2019
40.dnc-seq2seq-bahdanau-greedy.ipynb	40.dnc-seq2seq-bahdanau-greedy.ipynb	fix all chatbot notebooks	Mar 4, 2019
41.lstm-birnn-seq2seq-beam-luongmonotic.ipynb	41.lstm-birnn-seq2seq-beam-luongmonotic.ipynb	fix all chatbot notebooks	Mar 4, 2019
42.lstm-birnn-seq2seq-beam-bahdanaumonotic.ipynb	42.lstm-birnn-seq2seq-beam-bahdanaumonotic.ipynb	fix all chatbot notebooks	Mar 4, 2019
43.memory-network-basic.ipynb	43.memory-network-basic.ipynb	fix all chatbot notebooks	Mar 4, 2019
44.memory-network-lstm.ipynb	44.memory-network-lstm.ipynb	added gpt-2 chatbot	Mar 13, 2019
45.attention-is-all-you-need.ipynb	45.attention-is-all-you-need.ipynb	added chatbot transformer xl	Mar 10, 2019
46.transformer-xl.ipynb	46.transformer-xl.ipynb	added more chatbot	Mar 14, 2019
47.attention-is-all-you-need-beam-search.ipynb	47.attention-is-all-you-need-beam-search.ipynb	added more chatbot	Mar 14, 2019
48.transformer-xl-lstm.ipynb	48.transformer-xl-lstm.ipynb	added more chatbot	Mar 14, 2019
49.gpt-2-lstm.ipynb	49.gpt-2-lstm.ipynb	added more chatbot	Mar 14, 2019
5.lstm-seq2seq-api-greedy.ipynb	5.lstm-seq2seq-api-greedy.ipynb	fix chatbot notebooks	Mar 4, 2019
50.conv-encoder-conv-decoder.ipynb	50.conv-encoder-conv-decoder.ipynb	fix fairseq chatbot and neural machine translation	Apr 2, 2019
51.conv-encoder-lstm.ipynb	51.conv-encoder-lstm.ipynb	added more chatbot	Mar 14, 2019
52.tacotron-greedy.ipynb	52.tacotron-greedy.ipynb	added tacotron for chatbots	Apr 16, 2019
53.tacotron-beam.ipynb	53.tacotron-beam.ipynb	added tacotron for chatbots	Apr 16, 2019
54.google-nmt.ipynb	54.google-nmt.ipynb	added google nmt	May 15, 2019
6.gru-seq2seq-greedy.ipynb	6.gru-seq2seq-greedy.ipynb	fix chatbot notebooks	Mar 4, 2019
7.basic-birnn-seq2seq-manual.ipynb	7.basic-birnn-seq2seq-manual.ipynb	fix chatbot notebooks	Mar 4, 2019
8.lstm-birnn-seq2seq-manual.ipynb	8.lstm-birnn-seq2seq-manual.ipynb	fix chatbot notebooks	Mar 4, 2019
9.gru-birnn-seq2seq-manual.ipynb	9.gru-birnn-seq2seq-manual.ipynb	fix chatbot notebooks	Mar 4, 2019
README.md	README.md	improve readme	Aug 11, 2019
access.py	access.py	rename folders	Jan 14, 2019
addressing.py	addressing.py	rename folders	Jan 14, 2019
dataset.tar.gz	dataset.tar.gz	rename folders	Jan 14, 2019
dnc.py	dnc.py	rename folders	Jan 14, 2019
gpt_2.py	gpt_2.py	added gpt-2 chatbot	Mar 13, 2019
util.py	util.py	rename folders	Jan 14, 2019

README.md

How-to

Unzip dataset.tar.gz
Run any notebook using Jupyter Notebook.

Accuracy, not sorted

Based on training accuracy for 20 epochs.

name	accuracy
1.basic-seq2seq-manual	0.816000
2.lstm-seq2seq-manual	0.735000
3.gru-seq2seq-manual	0.846833
4.basic-seq2seq-api-greedy	1.009119
5.lstm-seq2seq-api-greedy	0.984596
6.gru-seq2seq-greedy	1.008869
7.basic-birnn-seq2seq-manual	0.990333
8.lstm-birnn-seq2seq-manual	0.732833
9.gru-birnn-seq2seq-manual	0.936667
10.basic-birnn-seq2seq-greedy	1.009586
11.lstm-birnn-seq2seq-greedy	0.991938
12.gru-birnn-seq2seq-greedy	1.008791
13.basic-seq2seq-luong	0.821167
14.lstm-seq2seq-luong	0.723167
15.gru-seq2seq-luong	0.751667
16.basic-seq2seq-bahdanau	0.811833
17.lstm-seq2seq-bahdanau	0.721833
18.gru-seq2seq-bahdanau	0.728167
19.lstm-birnn-seq2seq-luong	0.728500
20.gru-birnn-seq2seq-luong	0.743833
21.lstm-birnn-seq2seq-bahdanau	0.718833
22.gru-birnn-seq2seq-bahdanau	0.746667
23.lstm-birnn-seq2seq-bahdanau-luong	0.721000
24.gru-birnn-seq2seq-bahdanau-luong	0.747667
25.lstm-seq2seq-greedy-luong	0.974864
26.gru-seq2seq-greedy-luong	0.999175
27.lstm-seq2seq-greedy-bahdanau	0.987874
28.gru-seq2seq-greedy-bahdanau	1.000434
29.lstm-seq2seq-beam	0.874802
30.gru-seq2seq-beam	0.905397
31.lstm-birnn-seq2seq-beam-luong	0.913772
32.gru-birnn-seq2seq-beam-luong	0.856824
33.lstm-birnn-seq2seq-luong-bahdanau-stack-beam	0.732801
34.gru-birnn-seq2seq-luong-bahdanau-stack-beam	0.756537
35.byte-net	0.877510
36.estimator
37.capsule-lstm-seq2seq-greedy	0.655007
38.capsule-lstm-seq2seq-luong-beam	0.275569
39.lstm-birnn-seq2seq-luong-bahdanau-stack-beam-dropout-l2	0.312999
40.dnc-seq2seq-bahdanau-greedy	0.962712
41.lstm-birnn-seq2seq-beam-luongmonotic	0.917333
42.lstm-birnn-seq2seq-beam-bahdanaumonotic	0.929333
43.memory-network-basic	0.945333
44.memory-network-lstm	0.900000
45.attention-is-all-you-need	0.704549
46.transformer-xl	0.874486
47.attention-is-all-you-need-beam-search	0.836433
48.transformer-xl-lstm	0.826571
49.gpt-2-lstm	0.645157
50.conv-encoder-conv-decoder	0.518504
51.conv-encoder-lstm	0.924609
52.tacotron-greedy	0.876267
53.tacotron-beam	0.855140
54.google-nmt	1.006089

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