机器学习入门 - Githubissues

RoboVigor / RV-AutoAim

AutoAim by FuXing PS

MIT License

11 stars 3 forks source link

机器学习入门 #3

Closed tccoin closed 5 years ago

tccoin commented 5 years ago

初步目标是识别手写数字

主要要完成以下工作：

安装框架
准备训练集（拍摄、标记）
设计模型
评价效果

tccoin commented 5 years ago

预计~~11.02 (周五) 拍摄训练集~~ 11.03-11.06(周二) 进行学习&测试

tccoin commented 5 years ago

需要考察： ipython Anaconda TensorFlow Keras Pandas

tccoin commented 5 years ago

https://steveli90.github.io/2016/10/Pandas%E7%AE%80%E6%98%8E%E6%95%99%E7%A8%8B Pandas简明教程

https://developers.google.com/machine-learning/crash-course/first-steps-with-tensorflow/programming-exercises 谷歌机器学习课程（TensorFlow）

https://colab.research.google.com 支持在线TensorFlow编程

https://www.coursera.org/specializations/deep-learning Deep Learning 专项课程 (deeplearning.ai)

https://developers.google.com/machine-learning/glossary/#gradient_clipping 术语表