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pingoogle's Projects

1m-agents

A platform of grid world that supports up to 1 million reinforcement-learning agents.

adversarial-multi-criteria-learning-for-cws

The implementation of paper https://arxiv.org/abs/1704.07556, ACL 2017

app-dl

Deep Learning and applications in Startups, CV, Text Mining, NLP

attention-over-attention

（阅读context并回答相应的问题）Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow

attn-kge

Code for Knowledge Graph Representation with Jointly Structural and Textual Encoding

awesome-chinese-nlp

A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料

awesome-nlp

A curated list of resources dedicated to Natural Language Processing

babi-tasks

Task generation for testing text understanding and reasoning

belle

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

chatbot_cn

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

chatterbot

ChatterBot is a machine learning, conversational dialog engine.

chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

chinese_conversation_sentiment

A Chinese sentiment dataset may be useful for sentiment analysis.

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

compare

compare embedding

conditional-pixelcnn-decoder

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

copynet

incorporating copying mechanism in sequence-to-sequence learning

dataset-factoid-curated

A curated question answering research dataset of factoid questions

dataset-factoid-movies

A question answering research dataset of movie-related factoids

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character embeddings

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