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  1. Machine-learning-and-artificial-intelligence-creation Machine-learning-and-artificial-intelligence-creation Public

    Collected some innovative machine learning and artificial intelligence frameworks and automation algorithms from personal research

    Python 1

  2. tree-database-management-system tree-database-management-system Public

    该软件是一个命令行式的树形数据管理工具,通过简化的命令支持创建、插入、查找、编辑、删除节点,以及锁定和解锁节点以保障数据安全。此外,还具备可视化树结构和显示锁定节点的功能,适用于灵活管理各类树状数据结构

    1

  3. MultiSinModel类是一个用于拟合多特征正弦函数数据的模型。它通... MultiSinModel类是一个用于拟合多特征正弦函数数据的模型。它通过组合多个特征对应的余弦函数生成预测输出,并利用梯度下降法优化模型参数。该模型适用于处理周期性信号、时间序列等多变量数据分析与预测任务,支持模型训练过程中的损失值追踪、模型保存与加载功能。其优点在于能灵活处理多特征周期性问题,但初始化随机和可能存在的过拟合问题是需要注意的方面
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    import numpy as np
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    import pickle
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    import random as rd
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    5