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learning

learning-apache-spark

This repository contains apache spark tutorials implemented with pypsark. For some machine learning methods, there will be comparisons between pyspark and R results.

learning-pyspark

Code repository for Learning PySpark by Packt

learningpyspark

Code base for the Learning PySpark book (in preparation)

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

link-prediction-based-on-ml

通过研究社交网络，从网络中提取拓扑结构特征，运用机器学习方法进行链路预测，比较了几种机器学习算法的预测精度。

machine-learning-with-spark-second-edition

Machine Learning with Spark - Second Edition, by Packt

machinelearning

Machine learning algorithms implemented by pure numpy

mlflow

Open source platform for the complete machine learning lifecycle

mmlspark

Microsoft Machine Learning for Apache Spark

mobike-crawler

摩拜单车爬虫

models

Models and examples built with TensorFlow

mongo-in-action-code

mongo-python-driver

PyMongo - the Python driver for MongoDB

mongo-spark

The MongoDB Spark Connector

mongo4idea

Mongo integration in Intellij

movierecommendation

本项目使用两种算法来实现一个电影推荐系统，一个是CNN，另一个是矩阵分解的协同过滤。

mycsdnblog

ner-pytorch

使用玻森数据 (https://bosonnlp.com) 、1998年人民日报标注数据、MSRA微软亚洲研究院开源数据，并基于pytorch做中文命名实体识别

ner_action

ner_keras

利用keras和keras-contrib构建BiLSTM-CRF模型用于中文命名实体识别NER

nlp

Sentiment_Analysis_Chinese_Text_Classifier_Transfromer_FastText_TextCNN_LSTM_GRU_Attention

nlp_learning

one-python-craftsman

来自一位 Pythonista 的编程经验分享，内容涵盖编码技巧、最佳实践与思维模式等方面。

osgeopy-code

Code for the book Open source geoprocessing with Python

pachong

一些爬虫的代码

paddle

PArallel Distributed Deep LEarning

pandas-cookbook

Recipes for using Python's pandas library

pandas_exercises

Practice your pandas skills!

pendulum

Python datetimes made easy