Difference between revisions of "Orange"

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Machine Learning open source dan visualisasi data untuk pemula dan ahli. Alur kerja analisis data interaktif dengan toolbox besar.
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Machine Learning open source dan visualisasi data untuk pemula dan ahli. Workflow analisis data interaktif dengan toolbox yang banyak.
  
  
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==Referensi==
 
==Referensi==
  
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* 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/
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* https://orange.biolab.si/workflows/
  
 
==Konsep==
 
==Konsep==
  
 
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==Instalasi==
 
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==Pranala Menarik==
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* [[Orange: Upgrade ke Python3]]
 
* [[Orange: Upgrade ke Python3]]
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* [[Orange: Lokasi Dataset]]
 
* [[Orange: Lokasi Dataset]]
 
* [[Orange: Menjalankan]]
 
* [[Orange: Menjalankan]]
* [[Orange: Sentimen Analysis]]
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==Contoh Data Mining==
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* [[Orange: Iris]]
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* [[Orange: Misclassifications]]
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* [[Orange: Cross Validation]]
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* [[Orange: Feature Ranking]]
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* [[Orange: Cluster Inspection]]
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* [[Orange: Hierarchical Clustering Example]]
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* [[Orange: Principal Component Analysis]]
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* [[Orange: Classification Tree]]
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* [[Orange: Pivot Table Example]]
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* [[Orange: Visalization of Data Subsets]]
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* [[Orange: Interactive Visualizations]]
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* [[Orange: Word Cloud dari File Text]]
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* [[Orange: Word Cloud dari Dokumen]]
 
* [[Orange: Bag of Words]]
 
* [[Orange: Bag of Words]]
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* [[Orange: Bag of Words 2]]
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* [[Orange: Text Analysis]]
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* [[Orange: untuk Politik]]
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* [[Orange: Sentimen Analysis Bahasa Indonesia]]
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* [[Orange: Image Analysis]]
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* [[Orange: Tweeter Analysis]]
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==Data==
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* [[Orange: Financial Datasets]]
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* [[Orange: The Data]]
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* [[Orange: Loading Your Data]]
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* [[Orange: File]]
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* [[Orange: CSV File Import]]
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* [[Orange: Datasets]]
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* [[Orange: SQL Table]]
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* [[Orange: Save Data]]
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* [[Orange: Data Info]]
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* [[Orange: Data Table]]
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* [[Orange: Select Columns]]
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* [[Orange: Select Rows]]
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* [[Orange: Data Sampler]] '''belum'''
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* [[Orange; Transpose]]
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* [[Orange: Discretize]]
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* [[Orange: Continuize]]
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* [[Orange: Create Class]]
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* [[Orange: Randomize]]
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* [[Orange: Concatenate]]
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* [[Orange: Select by Data Index]]
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* [[Orange: Paint Data]]
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* [[Orange: Pivot Table]]
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* [[Orange: Python Script]]
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* [[Orange: Feature Constructor]]
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* [[Orange: Edit Domain]]
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* [[Orange: Impute]]
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* [[Orange: Merge Data]]
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* [[Orange: Outliers]]
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* [[Orange: Preprocess]]
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* [[Orange: Apply Domain]]
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* [[Orange: Purge Domain]]
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* [[Orange: Rank]]
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* [[Orange: Correlations]]
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* [[Orange: Color]]
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* [[Orange: Feature Statistics]]
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* [[Orange: Neighbors]]
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==Visualization==
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* [[Orange: Box Plot]]
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* [[Orange: Distributions]]
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* [[Orange: Heat Map]]
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* [[Orange: Scatter Plot]]
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* [[Orange: Line Plot]]
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* [[Orange: Venn Diagram]]
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* [[Orange: Linear Projection]]
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* [[Orange: Sieve Diagram]]
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* [[Orange: Pythagorean Tree]]
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* [[Orange: Pythagorean Forest]]
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* [[Orange: CN2 Rule Viewer]]
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* [[Orange: Mosaic Display]]
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* [[Orange: Silhouette Plot]]
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* [[Orange: Tree Viewer]]
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* [[Orange: Nomogram]]
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* [[Orange: FreeViz]]
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* [[Orange: Radviz]]
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==Model==
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* [[Orange: Constant]]
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* [[Orange: CN2 Rule Induction]]
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* [[Orange: Calibrated Learner]]
 
* [[Orange: kNN]]
 
* [[Orange: kNN]]
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* [[Orange: Tree]]
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* [[Orange: Random Forest]]
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* [[Orange: SVM]]
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* [[Orange: Linear Regression]]
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* [[Orange: Logistic Regression]]
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* [[Orange: Naive Bayes]]
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* [[Orange: AdaBoost]]
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* [[Orange: Neural Network]]
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* [[Orange: Stochastic Gradient Descent]]
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* [[Orange: Stacking]]
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* [[Orange: Load Model]]
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* [[Orange: Save Model]]
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==Evaluate==
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* [[Orange: Calibration Plot]]
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* [[Orange: Confusion Matrix]]
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* [[Orange: Lift Curve]]
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* [[Orange: Predictions]]
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* [[Orange: ROC Analysis]]
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* [[Orange: Test and Score]]
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==Unsupervised==
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* [[Orange: PCA]]
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* [[Orange: Correspondence Analysis]]
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* [[Orange: Distance Map]]
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* [[Orange: Distances]]
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* [[Orange: Distance Matrix]]
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* [[Orange: Distance Transformation]]
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* [[Orange: Distance File]]
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* [[Orange: Save Distance Matrix]]
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* [[Orange: Hierarchical Clustering]]
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* [[Orange: k-Means]]
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* [[Orange: Louvain Clustering]]
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* [[Orange: DBSCAN]]
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* [[Orange: MDS]]
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* [[Orange: t-SNE]]
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* [[Orange: Manifold Learning]]
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* [[Orange: Self-Organizing Map]]
  
 
==File & Data Format==
 
==File & Data Format==
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==Modelling==
 
==Modelling==
  
* [[Orange: Save Model]]
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* [[Orange: Metric Evaluation Model]]
* [[Orange: Neural Network]]
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==Visual Programming==
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==Text Mining==
  
  
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* [[Orange: Corpus]]
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* [[Orange: Import Documents]]
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* [[Orange: The Guardian]]
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* [[Orange: NY Times]]
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* [[Orange: Pubmed]]
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* [[Orange: Twitter]]
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* [[Orange: Wikipedia]]
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* [[Orange: Text Preprocessing]]
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* [[Orange: Bag of Words]]
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* [[Orange: Similarity Hashing]]
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* [[Orange: Sentiment Analysis]]
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* [[Orange: Tweet Profiler]]
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* [[Orange: Topic Modelling]]
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* [[Orange: Word Cloud]]
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* [[Orange: Corpus Viewer]]
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* [[Orange: Concordance]]
  
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==Time Series==
  
Referensi: https://docs.orange.biolab.si/3/visual-programming/#
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* [[Data Science: Time Series Dataset]]
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* [[Data Science: Time Series]]
  
==Latihan==
 
  
* [[Orange: Word Cloud dari Dokumen]]
 
* [[Orange: Bag of Words]]
 
* [[Orange: Bag of Words 2]]
 
* [[Orange: Text Analysis]]
 
* [[Orange: untuk Politik]]
 
  
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==Youtube==
  
==Time Series==
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* https://www.youtube.com/watch?v=bINV2-YoR_4 (Aplikasi Orange)
 
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* https://youtu.be/Xbxo6gWTp_8 (Word Cloud dari Wikipedia)
* [[Data Science: Time Series]]
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* https://www.youtube.com/watch?v=RzHaWsU-z54

Latest revision as of 15:39, 17 January 2020

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

Modelling

Text Mining

Time Series


Youtube