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machine-learning-algorithms-implemented-by-python

《统计学习方法》--李航 书中算法实现

machine-learning-code-writing

Mathematical derivation and pure Python code implementation of machine learning algorithms.

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

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。

ml-surveys

📋 Survey papers summarizing advances in machine learning.

motivations

all the things in my dream

mtbook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

multiclassify_lstm_forchinese

本项目主要是利用LSTM来对中文文本进行情感分类，包含四个类别（愤怒，焦虑，抑郁，伤感）

nlp

兜哥出品 <一本开源的NLP入门书籍>

nlp-journey

nlp相关的一些代码, 包括词向量(Word Embedding)、命名实体识别(NER)、文本分类(Sentence Classificatin)、文本生成、文本相似性(Sentence Similarity)计算等，基于keras和tensorflow

nlp-notebook

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断等。

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

nlp_datasets

中文NLP数据集

nlp_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

notes-python

中文 Python 笔记

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

nvm-windows

A node.js version management utility for Windows. Ironically written in Go.

paddlehub

Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)

phonetic-recognition

语音识别 MFCCs特征处理 cnn神经网络

phonetics

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

pybo

🦜 NLP for Tibetan, in Python.

pycorrector

错别字纠正算法。调用pycorrector接口，使用规则。

python3-cookbook

《Python Cookbook》 3rd Edition Translation

pythonnotes

pytorch-networks

Pytorch implementation of cnn network

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码