dltm-keras

深度学习与文本挖掘课程讲义，采用tf.keras 2.x版。所有的程序都只是深度学习的例子，不表示是最优模型，使用者需要自己超参数调优。

word2vec.py中需要用到的数据集text8.zip 在百度网盘下载，链接：https://pan.baidu.com/s/11p78VgrGbb0O32l7iwjIkg 提取码：r8s6
11.5节的文章标题生成见https://github.com/Allen-Qiu/title_generate

示例程序在Tensorflow 2.9版本上调试通过。在2.15版本上会出错

Name		Name	Last commit message	Last commit date
Latest commit History 107 Commits
data		data
README.md		README.md
author-profile.py		author-profile.py
bert-masked-word.py		bert-masked-word.py
bert-rating.py		bert-rating.py
boston.py		boston.py
cnn-activity-1D.py		cnn-activity-1D.py
cnn-text-1D.py		cnn-text-1D.py
cnn-text-pretrained.py		cnn-text-pretrained.py
cnn-text.py		cnn-text.py
curve-fit.py		curve-fit.py
data_helpers.py		data_helpers.py
deeplearning2024-keras.pdf		deeplearning2024-keras.pdf
encoder-decoder-translation-char.py		encoder-decoder-translation-char.py
encoder-decoder-translation-word.py		encoder-decoder-translation-word.py
encoder_decoder_translation_attention_inference.py		encoder_decoder_translation_attention_inference.py
encoder_decoder_translation_attention_models.py		encoder_decoder_translation_attention_models.py
encoder_decoder_translation_attention_train.py		encoder_decoder_translation_attention_train.py
imbalanced-fraud.py		imbalanced-fraud.py
keras-bi.py		keras-bi.py
keras-mul.py		keras-mul.py
lstm-sentiment-twocell.py		lstm-sentiment-twocell.py
lstm-word-lm.py		lstm-word-lm.py
mnist-DCGAN.py		mnist-DCGAN.py
mnist-aae.py		mnist-aae.py
mnist-autoencoder.py		mnist-autoencoder.py
mnist-cnn.py		mnist-cnn.py
mnist.py		mnist.py
peephole-sentiment.py		peephole-sentiment.py
peepholecell.py		peepholecell.py
rnn-activity-customcell.py		rnn-activity-customcell.py
rnn-char-LM.py		rnn-char-LM.py
rnn-stock-price.py		rnn-stock-price.py
text-classify-exmaple.py		text-classify-exmaple.py
transformer-text-classify.py		transformer-text-classify.py
word2vec.py		word2vec.py

Allen-Qiu/dltm-keras