birchmyname (BirchKwok)

BirchKwok

Geek Repo

Company:mddcloud.com.cn

Location:GuangZhou, China

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birchmyname's repositories

spinesTS

spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.

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MinVectorDB

A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.

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PipelineTS

One-stop time series analysis tool, supporting time series data preprocessing, feature engineering, model training, model evaluation, model prediction, etc. Based on spinesTS and darts.

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lihang-code

《统计学习方法》的代码实现

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MySpider

爬虫便捷脚手架 Web scraping convenient scaffolding

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spinesText

Toolkits for Natural Language Processing

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spinesUtils

spinesUtils is a user-friendly toolkit for the machine learning ecosystem

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yuboML

Machine Learning codes

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100-Days-Of-ML-Code

100 Days of ML Coding

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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

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birchkwok.github.io

My personal page

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chineseize-matplotlib-plus

自动设置matplotlib中文字体

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computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

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Deep-Forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

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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scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

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Introduction-NLP

HanLP作者的新书《自然语言处理入门》详细笔记!业界良心之作,书中不是枯燥无味的公式罗列,而是用白话阐述的通俗易懂的算法模型。从基本概念出发,逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

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lihangtongjixuexifangfa

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

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machine_learning_algorithm

李航《统计学习方法》第二版代码实现

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NLP-Interview-Notes

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料,该资料目前包含 自然语言处理各领域的 面试题积累。

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spinesPlot

spines of plotting

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TaskWeaver

A code-first agent framework for seamlessly planning and executing data analytics tasks.

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team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

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team-learning-nlp

主要存储Datawhale组队学习中“自然语言处理”方向的资料。

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Time-Series-Analysis-Tutorial

时间序列分析教程

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Time-series-prediction

Deep learning time series prediction with TensorFlow - TFTS

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trader

交易模块

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