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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

agriculture_knowledgegraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

algs4

Algorithms, 4th edition textbook code and libraries

allennlp

An open-source NLP research library, built on PyTorch.

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

cec-corpus

:books:中文突发事件语料库（Chinese Emergency Corpus）-上海大学-语义智能实验室

cnn-for-auto-event-extract

automatic event extract

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepst

Deep Learning for Spatio-Temporal Data

easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

elmoformanylangs

Pre-trained ELMo Representations for Many Languages

flink-ai-extended

flink-learning

flink learning blog. http://www.flink-learning.com 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去重、监控告警）分享。欢迎大家支持我的专栏《大数据实时计算引擎 Flink 实战与性能优化》

gps_data_with_python

Slides of my talk "Handling GPS data with Python" at the EuroPython 2016 in Bilbao

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 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

high-speed-downloader

百度网盘不限速下载 支持Windows和Mac 2018年1月16日更新

lhy_dl_hw

mh

opencorpus

A collection of freely available corpora.

ordertool

学习微信小程序，喵叔叔预约选课用工具

plato

腾讯高性能分布式图计算框架Plato

pytext

A natural language modeling framework based on PyTorch

pytorch-nlp

Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

spark-distributed-louvain-modularity

Spark / graphX implementation of the distributed louvain modularity algorithm

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-in-depth

The repo of TensorFlow In Depth(2018).

tensorflow-nre

Neural Relation Extraction implemented with LSTM in TensorFlow

text_classification

all kinds of text classificaiton models and more with deep learning