Difference between revisions of "Orange"

From OnnoWiki
Jump to navigation Jump to search
 
(210 intermediate revisions by the same user not shown)
Line 1: Line 1:
−
Machine Learning open source dan visualisasi data untuk pemula dan ahli. Alur kerja analisis data interaktif dengan toolbox besar.
+
Machine Learning open source dan visualisasi data untuk pemula dan ahli. Workflow analisis data interaktif dengan toolbox yang banyak.
  
  
Line 9: Line 9:
 
==Referensi==
 
==Referensi==
  
 +
* https://orange.biolab.si/getting-started/
 
* http://www.saedsayad.com/data_mining_map.htm
 
* http://www.saedsayad.com/data_mining_map.htm
 
* https://orange.biolab.si/
 
* https://orange.biolab.si/
 +
* https://orange.biolab.si/workflows/
 +
* [https://www.youtube.com/watch?v=x3M5fJJSMm0 AI: Orek2an Strategi AI Indonesia]
  
 
==Konsep==
 
==Konsep==
  
 +
* [[Data Science]]
 +
* [https://www.youtube.com/watch?v=Bsk4_5cYmFw Society 5.0]
  
 +
==Instalasi==
  
−
 
+
* [[Orange: Install dengan Anaconda Ubuntu 20.04.1]] '''RECOMMENDED'''
−
==Pranala Menarik==
+
* [[Orange: Install dengan Anaconda Ubuntu 22.04.1]]
−
 
+
* [[Orange: Install dengan pip di Ubuntu 22.04]]
 
* [[Orange: Upgrade ke Python3]]
 
* [[Orange: Upgrade ke Python3]]
 
* [[Orange: Compile Python Terakhir]]
 
* [[Orange: Compile Python Terakhir]]
 
* [[Orange: Instalasi]]
 
* [[Orange: Instalasi]]
−
* [[Orange: Install Ubuntu 18.04]]
+
* [[Orange: Install Ubuntu 18.04]] '''JANGAN DIPAKAI - GAGAL'''
 +
* [[Orange: Install Ubuntu 20.04]] '''JANGAN DIPAKAI - GAGAL'''
 +
* [[Orange: Install dengan Anaconda]]
 +
* [[Orange: Install dengan Anaconda Ubuntu 20.04]]
 
* [[Orange: Lokasi Dataset]]
 
* [[Orange: Lokasi Dataset]]
 
* [[Orange: Menjalankan]]
 
* [[Orange: Menjalankan]]
−
* [[Orange: Sentimen Analysis]]
+
 
 +
==Contoh Data Mining==
 +
 
 +
* [[Orange: Iris]]
 +
* [[Orange: Misclassifications]]
 +
* [[Orange: Cross Validation]]
 +
* [[Orange: Feature Ranking]]
 +
* [[Orange: Cluster Inspection]]
 +
* [[Orange: Hierarchical Clustering Example]]
 +
* [[Orange: Principal Component Analysis]]
 +
* [[Orange: Classification Tree]]
 +
* [[Orange: Pivot Table Example]]
 +
* [[Orange: Visalization of Data Subsets]]
 +
* [[Orange: Interactive Visualizations]]
 +
 
 +
* [[Orange: Word Cloud dari File Text]]
 +
* [[Orange: Word Cloud dari Dokumen]]
 
* [[Orange: Bag of Words]]
 
* [[Orange: Bag of Words]]
 +
* [[Orange: Bag of Words 2]]
 +
* [[Orange: Text Analysis]]
 +
* [[Orange: Text Prediction]]
 +
* [[Orange: untuk Politik]]
 +
* [[Orange: Sentimen Analysis Bahasa Indonesia]]
 +
* [[Orange: Image Analysis]]
 +
* [[Orange: Tweeter Analysis]]
 +
* [[Orange: Data Mining for Business and Public Administration]]
 +
* [[Orange: Automasi Penjurian SATU Indonesia AWARDS]]
 +
 +
==Data==
 +
 +
* [[Orange: Financial Datasets]]
 +
* [[Orange: The Data]]
 +
* [[Orange: Data Format]] ''en''
 +
* [[Orange: Loading Your Data]]
 +
* [[Orange: Membuat Data File dengan Python]]
 +
* [[Orange: File]]
 +
* [[Orange: CSV File Import]]
 +
* [[Orange: Datasets]]
 +
* [[Orange: SQL Table]]
 +
* [[Orange: Save Data]]
 +
* [[Orange: Data Info]]
 +
* [[Orange: Data Table]]
 +
* [[Orange: Select Columns]]
 +
* [[Orange: Select Rows]]
 +
* [[Orange: Data Sampler]]
 +
* [[Orange; Transpose]]
 +
* [[Orange: Discretize]]
 +
* [[Orange: Continuize]]
 +
* [[Orange: Create Class]]
 +
* [[Orange: Randomize]]
 +
* [[Orange: Concatenate]]
 +
* [[Orange: Select by Data Index]]
 +
* [[Orange: Paint Data]]
 +
* [[Orange: Pivot Table]]
 +
* [[Orange: Python Script]]
 +
* [[Orange: Feature Constructor]]
 +
* [[Orange: Edit Domain]]
 +
* [[Orange: Impute]]
 +
* [[Orange: Merge Data]]
 +
* [[Orange: Outliers]]
 +
* [[Orange: Preprocess]]
 +
* [[Orange: Apply Domain]]
 +
* [[Orange: Purge Domain]]
 +
* [[Orange: Rank]]
 +
* [[Orange: Correlations]]
 +
* [[Orange: Color]]
 +
* [[Orange: Feature Statistics]]
 +
* [[Orange: Neighbors]]
 +
 +
==Visualization==
 +
 +
* [[Orange: Box Plot]]
 +
* [[Orange: Distributions]]
 +
* [[Orange: Heat Map]]
 +
* [[Orange: Scatter Plot]]
 +
* [[Orange: Line Plot]]
 +
* [[Orange: Venn Diagram]]
 +
* [[Orange: Linear Projection]]
 +
* [[Orange: Sieve Diagram]]
 +
* [[Orange: Pythagorean Tree]]
 +
* [[Orange: Pythagorean Forest]]
 +
* [[Orange: CN2 Rule Viewer]]
 +
* [[Orange: Mosaic Display]]
 +
* [[Orange: Silhouette Plot]]
 +
* [[Orange: Tree Viewer]]
 +
* [[Orange: Nomogram]]
 +
* [[Orange: FreeViz]]
 +
* [[Orange: Radviz]]
 +
 +
==Model==
 +
 +
* [https://www.youtube.com/watch?v=Z4Zgj5y-nFU ORANGE: Model Overview]
 +
* [[Orange: Constant]]
 +
* [[Orange: CN2 Rule Induction]]
 +
* [[Orange: Calibrated Learner]]
 
* [[Orange: kNN]]
 
* [[Orange: kNN]]
 +
* [[Orange: Tree]]
 +
* [[Orange: Random Forest]]
 +
* [[Orange: SVM]]
 +
* [[Orange: Linear Regression]]
 +
* [[Orange: Logistic Regression]]
 +
* [[Orange: Naive Bayes]]
 +
* [[Orange: AdaBoost]]
 +
* [[Orange: Neural Network]]
 +
* [[Orange: Stochastic Gradient Descent]]
 +
* [[Orange: Stacking]]
 +
* [[Orange: Load Model]]
 +
* [[Orange: Save Model]]
 +
* [[Orange: Metric Evaluation Model]]
 +
 +
==Evaluate==
 +
 +
* [[Orange: Calibration Plot]]
 +
* [[Orange: Confusion Matrix]]
 +
* [[Orange: Lift Curve]]
 +
* [[Orange: Predictions]]
 +
* [[Orange: ROC Analysis]]
 +
* [[Orange: Test and Score]]
 +
 +
==Unsupervised==
 +
 +
* [[Orange: PCA]]
 +
* [[Orange: Correspondence Analysis]]
 +
* [[Orange: Distance Map]]
 +
* [[Orange: Distances]]
 +
* [[Orange: Distance Matrix]]
 +
* [[Orange: Distance Transformation]]
 +
* [[Orange: Distance File]]
 +
* [[Orange: Save Distance Matrix]]
 +
* [[Orange: Hierarchical Clustering]]
 +
* [[Orange: k-Means]]
 +
* [[Orange: Louvain Clustering]]
 +
* [[Orange: DBSCAN]]
 +
* [[Orange: MDS]]
 +
* [[Orange: t-SNE]]
 +
* [[Orange: Manifold Learning]]
 +
* [[Orange: Self-Organizing Map]]
  
 
==File & Data Format==
 
==File & Data Format==
Line 33: Line 176:
 
* [[Orange: Network .pajek]]
 
* [[Orange: Network .pajek]]
 
* [[Orange: Network .gml]]
 
* [[Orange: Network .gml]]
−
* [[Orange: Membuat Data File dengan Python]]
 
−
* [[Orange: Data Format]]
 
  
−
==Modelling==
+
==Text Mining==
 +
 
 +
* [[Orange: Corpus]]
 +
* [[Orange: Import Documents]]
 +
* [[Orange: The Guardian]]
 +
* [[Orange: NY Times]]
 +
* [[Orange: Pubmed]]
 +
* [[Orange: Twitter]]
 +
* [[Orange: Wikipedia]]
 +
* [[Orange: Text Preprocessing]]
 +
* [[Orange: Bag of Words]]
 +
* [[Orange: Similarity Hashing]]
 +
* [[Orange: Sentiment Analysis]]
 +
* [[Orange: Tweet Profiler]]
 +
* [[Orange: Topic Modelling]]
 +
* [[Orange: Word Cloud]]
 +
* [[Orange: Corpus Viewer]]
 +
* [[Orange: Concordance]]
 +
* [[Orange: Document Map]]
 +
* [[Orange: Word Enrichment]]
 +
* [[Orange: Duplicate Detection]]
 +
* [[Orange: Corpus to Network]]
 +
* [https://www.youtube.com/watch?v=gIW_OzSx4_M YOUTUBE: Membuat API Key untuk Akses Twitter, The Guardian, NY Times]
  
−
* [[Orange: Save Model]]
+
==Image Analysis==
−
* [[Orange: Neural Network]]
 
  
−
==Visual Programming==
+
* [[Orange: Image Analytics Clustering]]
 +
* [[Orange: Image Analysis]]
 +
* [[Orange: Import Images]]
 +
* [[Orange: Image Viewer]]
 +
* [[Orange: Image Embedding]]
 +
* [[Orange: Image Grid]]
 +
* [[Orange: Save Images]]
  
 +
==Networks==
  
 +
* [[Orange: Network File]]
 +
* [[Orange: Network Explorer]]
 +
* [[Orange: Network Generator]]
 +
* [[Orange: Network Analysis]]
 +
* [[Orange: Network Clustering]]
 +
* [[Orange: Network Of Groups]]
 +
* [[Orange: Network From Distances]]
 +
* [[Orange: Single Mode]]
  
 +
==Time Series==
  
−
Referensi: https://docs.orange.biolab.si/3/visual-programming/#
+
* [[Data Science: Time Series Dataset]]
 +
* [[Orange: Yahoo Finance]]
 +
* [[Orange: As Timeseries]] ''<- problem''
 +
* [[Orange: Interpolate]]
 +
* [[Orange: Moving Transform]]
 +
* [[Orange: Line Chart]]
 +
* [[Orange: Periodogram]]
 +
* [[Orange: Correlogram]]
 +
* [[Orange: Spiralogram]]
 +
* [[Orange: Granger Causality]]
 +
* [[Orange: ARIMA Model]]
 +
* [[Orange: VAR Model]]
 +
* [[Orange: Model Evaluation]]
 +
* [[Orange: Time Slice]]
 +
* [[Orange: Aggregate]]
 +
* [[Orange: Difference]]
 +
* [[Orange: Seasonal Adjustment]]
  
−
==Latihan==
+
==Youtube==
  
−
* [[Orange: Word Cloud dari Dokumen]]
+
* [https://www.youtube.com/watch?v=_cj0P3GrWFk YOUTUBE: Data Science & Data Engineering]
−
* [[Orange: Bag of Words]]
+
* [https://www.youtube.com/watch?v=JTpDz0EtkK0 YOUTUBE: Big Data & Data Science]
−
* [[Orange: Bag of Words 2]]
+
* [https://www.youtube.com/watch?v=Bsk4_5cYmFw YOUTUBE: Society 5.0]
−
* [[Orange: Text Analysis]]
+
* https://www.youtube.com/watch?v=bINV2-YoR_4 (Aplikasi Orange)
−
* [[Orange: untuk Politik]]
+
* https://www.youtube.com/watch?v=RzHaWsU-z54
  
  
−
==Time Series==
+
==Pranala Menarik==
  
−
* [[Data Science: Time Series]]
+
* [[Process Mining]]

Latest revision as of 17:58, 18 January 2024

Machine Learning open source dan visualisasi data untuk pemula dan ahli. Workflow analisis data interaktif dengan toolbox yang banyak.


Youtube


Referensi

Konsep

Instalasi

Contoh Data Mining

Data

Visualization

Model

Evaluate

Unsupervised

File & Data Format

Text Mining

Image Analysis

Networks

Time Series

Youtube


Pranala Menarik

Retrieved from "https://onnocenter.or.id/wiki/index.php?title=Orange&oldid=70023"