Difference between revisions of "Orange"
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| − | Machine Learning open source dan visualisasi data untuk pemula dan ahli. | + | Machine Learning open source dan visualisasi data untuk pemula dan ahli. Workflow analisis data interaktif dengan toolbox yang banyak. |
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==Konsep== | ==Konsep== | ||
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| + | ==Instalasi== | ||
| + | |||
| + | * [[Orange: Upgrade ke Python3]] | ||
| + | * [[Orange: Compile Python Terakhir]] | ||
| + | * [[Orange: Instalasi]] | ||
| + | * [[Orange: Install Ubuntu 18.04]] | ||
| + | * [[Orange: Lokasi Dataset]] | ||
| + | * [[Orange: Menjalankan]] | ||
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| + | |||
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| + | ==Contoh Data Mining== | ||
| + | |||
| + | * [[Orange: Iris]] | ||
| + | * [[Orange: Misclassifications]] | ||
| + | * [[Orange: Cross Validation]] | ||
| + | * [[Orange: Feature Ranking]] | ||
| + | * [[Orange: Cluster Inspection]] | ||
| + | * [[Orange: Hierarchical Clustering]] | ||
| + | * [[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 2]] | ||
| + | * [[Orange: Text Analysis]] | ||
| + | * [[Orange: untuk Politik]] | ||
| + | * [[Orange: Sentimen Analysis Bahasa Indonesia]] | ||
| + | * [[Orange: Image Analysis]] | ||
| + | * [[Orange: Tweeter Analysis]] | ||
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* [[Orange: Logistic Regression]] | * [[Orange: Logistic Regression]] | ||
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==File & Data Format== | ==File & Data Format== | ||
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* [[Orange: Save Model]] | * [[Orange: Save Model]] | ||
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* [[Orange: Neural Network]] | * [[Orange: Neural Network]] | ||
* [[Orange: Metric Evaluation Model]] | * [[Orange: Metric Evaluation Model]] | ||
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* [[Orange: Bag of Words]] | * [[Orange: Bag of Words]] | ||
| + | ==Time Series== | ||
| − | + | * [[Data Science: Time Series Dataset]] | |
| + | * [[Data Science: Time Series]] | ||
| − | + | ==Youtube== | |
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* https://www.youtube.com/watch?v=bINV2-YoR_4 (Aplikasi Orange) | * https://www.youtube.com/watch?v=bINV2-YoR_4 (Aplikasi Orange) | ||
* https://youtu.be/Xbxo6gWTp_8 (Word Cloud dari Wikipedia) | * https://youtu.be/Xbxo6gWTp_8 (Word Cloud dari Wikipedia) | ||
* https://www.youtube.com/watch?v=RzHaWsU-z54 | * https://www.youtube.com/watch?v=RzHaWsU-z54 | ||
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Revision as of 04:24, 13 January 2020
Machine Learning open source dan visualisasi data untuk pemula dan ahli. Workflow analisis data interaktif dengan toolbox yang banyak.
Youtube
Referensi
- https://orange.biolab.si/getting-started/
- http://www.saedsayad.com/data_mining_map.htm
- https://orange.biolab.si/
- https://orange.biolab.si/workflows/
Konsep
Instalasi
- Orange: Upgrade ke Python3
- Orange: Compile Python Terakhir
- Orange: Instalasi
- Orange: Install Ubuntu 18.04
- Orange: Lokasi Dataset
- Orange: Menjalankan
Contoh Data Mining
- Orange: Iris
- Orange: Misclassifications
- Orange: Cross Validation
- Orange: Feature Ranking
- Orange: Cluster Inspection
- Orange: Hierarchical Clustering
- 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 2
- Orange: Text Analysis
- Orange: untuk Politik
- Orange: Sentimen Analysis Bahasa Indonesia
- Orange: Image Analysis
- Orange: Tweeter Analysis
Data
- Orange: Financial Datasets
- Orange: The Data
- Orange: Loading Your Data
- 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 belum
- 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
- Orange: Constant
- Orange: CN2 Rule Induction
- Orange: Calibrated Learner
- Orange: kNN
- Orange: Tree
- Orange: Random Forest
- Orange: SVM
- Orange: Linear Regression
- Orange: Logistic Regression
File & Data Format
- Orange: Network .pajek
- Orange: Network .gml
- Orange: Membuat Data File dengan Python
- Orange: Data Format
- Orange: Corpus
- Orange: Corpus Viewer
Modelling
Text Mining
- Orange: Concordance
- Orange: Text Preprocessing
- Orange: Word Cloud
- Orange: Sentimen Analysis
- Orange: Bag of Words
Time Series
Youtube
- https://www.youtube.com/watch?v=bINV2-YoR_4 (Aplikasi Orange)
- https://youtu.be/Xbxo6gWTp_8 (Word Cloud dari Wikipedia)
- https://www.youtube.com/watch?v=RzHaWsU-z54