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written in Jupyter Notebook
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《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
Understanding Deep Learning - Simon J.D. Prince
Python code for "Probabilistic Machine learning" book by Kevin Murphy
《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。
Hands-on material for a Machine Learning in Chemical Engineering course
Code Repository for ChE 197 and ChE 297, machine learning courses for Chemical Engineers at UP Diliman