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teachersong's Projects

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《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

datamining_text-classification icon datamining_text-classification

文本分类,用一个小型数据集训练,然后对人工分好的文本进行识别分类,检验模型的准确率,还行。

deeplearning-500-questions icon 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

dxy-covid-19-data icon dxy-covid-19-data

2019新型冠状病毒疫情时间序列数据仓库 | COVID-19/2019-nCoV Infection Time Series Data Warehouse

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

liang-python icon liang-python

Solutions for Introduction to Programming Using Python by Daniel Liang.

machine-learning-learning-notes icon 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-visuals icon ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

ml4se icon ml4se

Sample scripts of "Machine Learning for Software Engineers"

mlbook icon mlbook

source code of 机器学习算法原理与编程实践

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

tizi icon tizi

🍀🍀🍀 梯子 海外梯子推荐:推荐好用的翻墙梯子,科学上网梯子,海外加速器梯子,国外靠谱梯子,iPhone/iPad/安卓/Android/Mac/Linux/PC/路由器都可以用的梯子,梯子软件工具

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