数学与学习方法 on Bloghttps://icelemon.top/tags/%E6%95%B0%E5%AD%A6%E4%B8%8E%E5%AD%A6%E4%B9%A0%E6%96%B9%E6%B3%95/Recent content in 数学与学习方法 on BlogHugozh-CNSat, 24 Oct 2026 00:00:00 +0800概率、统计误差与梯度优化https://icelemon.top/tech/foundations/probability-optimization/Sat, 24 Oct 2026 00:00:00 +0800https://icelemon.top/tech/foundations/probability-optimization/用条件概率和统计量描述不确定性，理解简单梯度更新。机器学习中的数据、模型与评估https://icelemon.top/tech/foundations/machine-learning/Sat, 24 Oct 2026 00:00:00 +0800https://icelemon.top/tech/foundations/machine-learning/建立训练、验证、测试和基线意识，为具身学习做准备。集合、逻辑、归纳与图https://icelemon.top/tech/foundations/math-discrete/Sat, 24 Oct 2026 00:00:00 +0800https://icelemon.top/tech/foundations/math-discrete/建立算法证明和系统建模共用的离散数学语言。向量、矩阵与坐标变换https://icelemon.top/tech/foundations/math-linear/Sat, 24 Oct 2026 00:00:00 +0800https://icelemon.top/tech/foundations/math-linear/理解线性组合、矩阵乘法及机器人中的坐标约定。