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machine-learning-in-action-python3-1

Data&code for Machine-Learning-in-Action by Python3 | 《机器学习实战》数据与Python3源码:cat2:

machine-learning-numpy

Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!

machinelearning

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

machinelearning-1

macropodus

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)

markov

Markov chain text generator, as used for KingJamesProgramming

matchpyramid-for-semantic-matching

A simple Keras implementation of Paper "Text Matching as Image Recognition"

matchpyramid_text_matching

MatchPyramid 文本匹配模型

matchpyramid_torch

An pytorch implementation of MatchPyramid "Text Matching as Image Recognition"

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mobike-crawler

摩拜单车爬虫

model-serving-demo

模型服务部署 Demo

mv-lstm

an implementation of "A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations" in tensorflow

mv-lstm-1

Multi-variable LSTM recurrent neural networks for prediction and interpretation of multi-variable time series

neural-network-genetic-algorithm

Evolving a neural network with a genetic algorithm.

nlp-knowledge-graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlpgnn

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

notebooks

collection of iPython notebooks

notes

One place for me to put all my programmery notes

nsiita-semanticmatching

语义匹配API,通过HTTP请求匹配预设语句列表文件中相似的语句。可通过添加字典使匹配更加精确。分词工具使用的是开源分词项目Ansj，感谢分享！

numericaloptimization_basicalgorithm

Optimization Algorithm: convex optimization; numerical optimization

numpy-cn

NumPy官方中文文档（完整版）

numpy-ml

Machine learning, in numpy

numpy_neural_network

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

optimization-algorithms

Optimization methods

optimization_algorithm

梯度下降、牛顿法、共轭梯度法、蒙特卡洛、模拟退火、粒子群、蚁群、全局最优搭配局部最优算法的matlab和python程序

ostep-translations

Various translations of OSTEP can be found here. Help the cause and contribute!

paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

pandas_alive

Create stunning, animated visualisations with Pandas & Matplotlib as easy as calling `df.plot_animated()`

personrelationknowledgegraph

ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。