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2018-dc-datagrand-textintelprocess

2018-DC-“达观杯”文本智能处理挑战赛：1st/3131

bdci_car_2018

BDCI 2018 汽车行业用户观点主题及情感识别 决赛一等奖方案

chinese_wordseg_keras

基于深度学习的中文分词尝试

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

dl_tutorials

Deep learning tutorials (2nd ed.)

fold

Deep learning with dynamic computation graphs in TensorFlow

greedycws

han-text-classification

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换

hierarchical-attention-model

hierarchical attention model

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

kayla

kcws

Deep Learning Chinese Word Segment

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

keras-cn

Just Keras-CN version with more examples, explanations and tips

learn_machine_learning_in_3_months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

machine_learning_rss

机器学习小火车##优质机器学习全文RSS##☺啊！ 来不及了，快上车！

nlp4j

NLP framework for JVM languages.

nmt

TensorFlow Neural Machine Translation Tutorial

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

rc-experiments

Reading Comprehension Experiments repository.

rcpapers

Must-read papers on Machine Reading Comprehension

resume_job_matching

a machine learned solution with rich features for job matching

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

tensorflow

Computation using data flow graphs for scalable machine learning

text_classification

all kinds of text classification models and more with deep learning

transformer-xl

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

zhihu_kanshan_cup_2017

2017知乎看山杯比赛，我的代码。