ML Learning Notes 📘
My private notes while learning machine learning. Math, code, and experiments.
深入理解 Softmax 函数：原理、公式与实战
Softmax 是深度学习中最经典的函数之一，几乎所有多分类模型的输出层都少不了它。本文将从原理、数学公式、代码实现到实际应用，带你彻底搞懂 Softmax。 ...
Linear Regression from Scratch
Deriving linear regression and implementing gradient descent in NumPy.