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NCEPU-EDM(NCEPUEDMぶん别是华北电力大学だいがく教育きょういくすうすえ挖掘てき缩写)软件专门为华きた电力大学だいがく本科ほんかせいしょ开发てき一款简单软件,具有ぐゆう查询すうすえ挖掘两大功たいこうのう块。其中查询块为学生がくせい提供ていきょうなり绩、课表、こう试、GPA、つちかえ养方あんなり绩总ひょう以及综合测评とうきょう务查询。どう时该块对学生がくせいてきなり绩数すえ进行视化分析ぶんせき包括ほうかつなり绩占なり绩比较、GPAはし势、单科分析ぶんせき、专业はいめい、挂科分析ぶんせき、单科はいめい以及个人分析ぶんせき查询。かずすえ挖掘块对きん五年的学生成绩数据进行了关联分析,生成せいせいりょう几十条有用的关联规则,利用りよう关联规则学生がくせい以根すえ以前いぜんこう试科目的もくてきなり绩来だい致预测将来しょうらいこう试科目的もくてきなり绩。どう时该块根すえ关联规则,选取りょう关联せい较强てきいち些科利用りよう部分ぶぶん目的もくてきなり绩来预测特定とくてい目的もくてきなり绩,并用SVM、KNNとう六个机器学习算法来训练模型,进而预测しょう关成绩,…

  • Updated Apr 5, 2022
  • Java

A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with state-of-the-art generative AI.

  • Updated Jul 17, 2024
  • Jupyter Notebook

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