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Wayne's Talk 韋恩愛講話
  • Android
    • Android
    • Kotlin
  • iOS
    • iOS
    • 建立第一個 SwiftUI App
    • Swift
  • Spring Boot
    • Spring Boot
    • Spring Security Explained
  • Machine Learning
    • Machine Learning
    • Data Visualization
    • Supervised Learning
  • Deep Learning
    • Deep Learning
    • Neural Networks
    • Vision Models
    • Natural Language Processing
  • Misc.
    • Algorithm
    • LeetCode
    • Software Design
    • Operating System
    • Go
    • Node.js
    • Angular
    • 閱讀心得
  • 中文 (台灣)
    • 中文 (台灣)
    • English

Browsing Tag

Matplotlib

9 posts
Photo by Food Photographer | Jennifer Pallian on Unsplash
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  • 1.1K views
  • 7 minute read
  • Machine Learning
  • Supervised Learning

邏輯斯回歸(Logistic Regression)

  • ByWayne
  • 23/12/2024
Logistic regression 是一個資料分析技術,被用來做分類(classification)。它大概是分類演算法中最簡單的模型。因此,很適合當初學者的第一個分類演算法。
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Photo by Louis Hansel @shotsoflouis on Unsplash
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  • 1.1K views
  • 7 minute read
  • Machine Learning
  • Supervised Learning

線性回歸(Linear Regression)

  • ByWayne
  • 08/12/2024
Linear regression 是一個資料分析技術,且使用線性函數來預測未知的資料。雖然 linear regression 模型相對簡單,但它是一個成熟的統計技術。
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Photo by Libby Penner on Unsplash
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  • 11.1K views
  • 2 minute read
  • Data Visualization
  • Machine Learning

Python K 線圖(Candlestick Charts)

  • ByWayne
  • 23/03/2021
K 線圖(Candlestick Charts)常用來顯示股價的走勢。單根 K 線可以表示出股價的四個價位,分別為最高價、開盤價、收盤價、以及最低價。本文章將介紹如何使用 Python 的 mplfinance 和 Plotly 套件來繪製 K 線圖。
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Photo by Fabrizio Verrecchia on Unsplash
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  • 5.3K views
  • 2 minute read
  • Data Visualization
  • Machine Learning

解決 Matplotlib 的中文顯示問題

  • ByWayne
  • 16/03/2021
Matplotlib 是一個常用的資料視覺化工具。但是在使用之前,若是沒有先做設定的話,Matplotlib 無法正確地顯示中文。本文章將一步一步地講解如何解決 Matplotlib 的顯示問題。
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Photo by Kazuo ota on Unsplash
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  • 12.1K views
  • 3 minute read
  • Data Visualization
  • Machine Learning

Python 箱型圖/小提琴圖(Box/Violin Plot)

  • ByWayne
  • 16/02/2021
箱型圖(Box Plots)/小提琴圖(Violin Plots)是一個能夠很好地表現資料的分佈情況的統計圖。我們將在本文章中介紹如何用 Python 的 Matplotlib、Seaborn、和 Plotly Express 套件來繪製箱型圖與小提琴圖。
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  • 13.1K views
  • 2 minute read
  • Data Visualization
  • Machine Learning

Python 圓餅圖/環狀圖/放射環狀圖(Pie/Donut/Sunburst Charts)

  • ByWayne
  • 09/02/2021
圓餅圖(Pie charts)/環狀圖(Donut charts)/放射環狀圖(Sunburst Charts)常用於描述數量或百分比之間的相對關係。我們將介紹如何利用 Python 的 Matplotlib 和 Plotly Express 套件來繪製圓餅圖。
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Photo by salatt andieu on Unsplash
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  • 12.2K views
  • 2 minute read
  • Data Visualization
  • Machine Learning

Python 熱圖(Heatmaps)

  • ByWayne
  • 01/02/2021
熱圖(Heatmaps)常常用來顯示資料的相關係數(correlation coefficient)。本文章中,我們將介紹如何使用 Python 的 Matplotlib、Seaborn、以及 Plotly Express 套件來繪製熱圖。
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Photo by Ali Inay on Unsplash
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  • 14.1K views
  • 3 minute read
  • Data Visualization
  • Machine Learning

Python 散佈圖/折線圖(Scatter/Line Charts)

  • ByWayne
  • 25/01/2021
本文章中,我們將介紹如何使用 Python 的 Matplotlib、Seaborn、以及 Plotly Express 套件來繪製散佈圖(Scatter Charts)與折線圖(Line Charts)。
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Photo by Jonatan Pie on Unsplash
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  • 30.9K views
  • 4 minute read
  • Data Visualization
  • Machine Learning

Python 長條圖(Bar Charts)

  • ByWayne
  • 18/01/2021
長條圖(Bar Chart)是常用的統計圖表。Python 有很多套件可以輕鬆地將資料繪製成長條圖。我們將介紹 Matplotlib、Seaborn、以及 Plotly Express 這三個套件。
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