Posts

All the articles I've posted.

• [AI] 3-7. Keras API

  2024-12-20 · keras layer model

  A introduction to Keras API

• [AI] 3-6. 實作線性分類器

  2024-12-19 · linear-classifier tensorflow binary-classification

  A implementation of linear classification using Tensorflow library

• [AI] 3-5. 邏輯斯迴歸(logistic regression)

  2024-12-19 · logistic-regression bayes-theorem gaussian-distribution

  The introduction to logistic regression

• [AI] 3-4. 線性迴歸

  2024-12-19 · linear-regression supervised-learning loss-function

  The introduction to linear regression

• [AI] 3-3. 使用 TensorFlow 與 Keras 函式庫

  2024-12-18 · tensorflow keras tensor

  Usages of TensorFlow and Keras

• [AI] 3-2. Keras 介紹

  2024-12-18 · keras tensorflow deep-learning

  Introduction to the Keras

• [AI] 3-1. TensorFlow 介紹

  2024-12-18 · tensorflow automatic-differentiation gpu

  Introduction to the TensorFlow

• [AI] 2-3. 優化器 Optimizer

  2024-12-16 · optimizer gradient-descent backpropagation

  The concept of optimizer in machine learning

• [AI] 2-2. 張量 Tensor

  2024-12-15 · tensor numpy data-representation

  The concept of tensor

• [AI] 2-1. 初試神經網路-手寫辨識 mnist

  2024-12-15 · neural-network mnist tensorflow

  First trial for neural network using mnist