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abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

attention-learn-to-route

Attention based model for learning to solve different routing problems

awesome-text-summarization

The guide to tackle with the Text Summarization

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

brown-cluster

C++ implementation of the Brown word clustering algorithm.

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chinese-word-segment-tool-nylp

2HMM+CRF 中文分词器

co-ml-papers

The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading notes.

data-mining

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告CTR预估模型)

deep-learning-reference-parsing

BiLSTM-CRF structure reference parsing

deeplearning-for-docclassify

deep learning models for document classification

dist_tuto.pth

PyTorch Distributed Tutorial

dl-nlp-readings

My Reading Lists of Deep Learning and Natural Language Processing

elmoformanylangs

Pre-trained ELMo Representations for Many Languages

encode-attend-navigate

erl_paper_nips18

Code accompanying the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" accepted at NIPS 2018

evolution-strategies-exploration

Contains implementation of: Tim Salimans Et al. “Evolution Strategies as a Scalable Alternative to Reinforcement Learning”. Arxiv.org. https://arxiv.org/pdf/1703.03864.pdf.

evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

hrl-re

Joint Relation Extraction with Hierarchical Reinforcement Learning

hscrf-pytorch

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)

language-modeling-gatedcnn

Tensorflow implementation of "Language Modeling with Gated Convolutional Networks"

lvcrf-based-model

lvcrf-model-code

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

named-entity-recognition-ner-papers

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (ACL 2018 demo paper)

neural-art