Deep Learning Projects

• Linear Regression using Gradient Descent 使用梯度下降实现线性回归 This project implements linear regression using gradient descent in Python. 该项目在python中实现了结合梯度下降法的线性回归功能。

• Make A Simple Neural Network from Scratch This is a single layer feedforward neural network (perceptron). Binary digits are used as inputs and expect binary digits as outputs. Also use backpropagation via gradient descent to train the network to help make predictions as accurate as possible. 这个文件是一个单层神经网络（既感知机）。该项目使用二元数组作为输入和输出。通过使用后向传播使得结果尽可能精确