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kxgwan's Projects

tensorflow-shakespeare icon tensorflow-shakespeare

Neural machine translation between the writings of Shakespeare and modern English using TensorFlow

tensorflow_assignment_solutions icon tensorflow_assignment_solutions

These are my solutions to all six assignments of tensorflow tutorial in Udacity, covering CNN, RNN, Regularization (L2 and dropout), Embeddings (word2vec) and Seq2Seq LSTM (bigrams prediction and sequence mirror)

textmining icon textmining

Python文本挖掘系统 Research of Text Mining System

tf-dann icon tf-dann

Domain-Adversarial Neural Network in Tensorflow

tf-seq2seq icon tf-seq2seq

Sequence to sequence learning using TensorFlow.

tf-vqvae icon tf-vqvae

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

tf_chatbot_seq2seq_antilm icon tf_chatbot_seq2seq_antilm

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

tf_dynamic_rnn_seq2seq icon tf_dynamic_rnn_seq2seq

This is taken from ematvey's tensorflow-seq2seq-tutorials repository. I have commented on the important things

tf_seq2seq icon tf_seq2seq

Experiments for intents classification and embeddings

tf_seq2seq_hidden icon tf_seq2seq_hidden

modify seq2seq module in tensorflow so that we can get hidden states of our model

tflearn_seq2seq icon tflearn_seq2seq

Pedagogical example of sequence to sequence recurrent neural network with TensorFlow and TFLearn

tflearn_seq2seq-1 icon tflearn_seq2seq-1

This repository is used for the purpose of solving a time-series data problem for customer traffic forecast prediction in retail store analytics.

thucke icon thucke

THU Chinese Keyphrase Extraction Toolkit

thuctc icon thuctc

An Efficient Chinese Text Classifier

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