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melody-xiaomi's Projects

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

simple-gbdt icon simple-gbdt

a simple gradient boost classification tree implemented with python without any other lib dependence.

sparta icon sparta

Real Time Aggregation based on Spark Streaming

stacknet icon stacknet

StackNet is a computational, scalable and analytical Meta modelling framework

surprise icon surprise

A Python scikit for building and analyzing recommender systems

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorlayer icon tensorlayer

TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

textclassifier icon textclassifier

(top keras attension )Text classifier for Hierarchical Attention Networks for Document Classification

textrank-1 icon textrank-1

Python implementation of TextRank algorithm (https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.

textrank4zh icon textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

tf-rnn-attention icon tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

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.

tflearn icon tflearn

dynamic lstm Deep learning library featuring a higher-level API for TensorFlow.

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