• Data Access
• Copy Repository Entry
• Delete Repository Entry
• Retrieve from File
• Store to File
• Move Repository Entry
• Rename Repository Entry
• Retrieve
• Store
• Files
• Read
• Read SAS
• Read Access
• Read ARFF
• Read BibTeX
• Unknown
• Read CSV
• Read DASYLab
• Read dBase
• Read Excel
• Read SPSS
• Read Stata
• Read URL
• Read XML
• Read XRFF
• Write
• Write PMML
• Write Access
• Write ARFF
• Write CSV
• Write Excel
• Write Special Format
• Write XRFF
• Database
• Read Database
• Update Database
• Write Database
• NoSQL
• Cassandra
• Delete Cassandra
• Execute CQL
• Read Cassandra
• Write Cassandra
• MongoDB
• Delete MongoDB
• Execute MongoDB Command
• Read MongoDB
• Update MongoDB
• Write MongoDB
• Solr
• Add to Solr (Data)
• Add to Solr (Documents)
• Search Solr (Data)
• Search Solr (Documents)
• Applications
• Trigger Zapier
• Qlik
• Write QVX
• Splunk
• Search Splunk
• Tableau
• Hyper File
• Read Hyper File
• Write Hyper File
• Data Source
• Delete Data Source
• Read Data Source
• Upload Data Source
• Salesforce
• Delete Salesforce
• Read Salesforce
• Update Salesforce
• Write Salesforce
• Mozenda
• Read Mozenda
• Cloud Storage
• Amazon S3
• Delete Amazon S3
• Loop Amazon S3
• Read Amazon S3
• Write Amazon S3
• Azure Blob Storage
• Delete Azure Blob Storage Resource
• Loop Azure Blob Storage
• Read Azure Blob Storage
• Write Azure Blob Storage
• Azure Data Lake Storage Gen2
• Delete Azure Data Lake Storage Gen2 Resource
• Loop Azure Data Lake Storage Gen2
• Read Azure Data Lake Storage Gen2
• Write Azure Data Lake Storage Gen2
• Dropbox
• Read Dropbox
• Write Dropbox
• Google Storage
• Loop Google Storage
• Read Google Storage
• Write Google Storage
• Google Drive
• Create Google Drive Folder
• Delete Google Drive
• Loop Google Drive
• Read Google Drive
• Write Google Drive
• Google BigQuery
• Write Google BigQuery
• Google Sheets
• Delete Google Sheets
• List Google Sheets
• Read Google Sheets
• Write Google Sheets
• IoT
• Altair IoT
• Get Data (IoT)
• Get Token (IoT)
• Blending
• Python Transformer
• Attributes
• Reorder Attributes
• Names & Roles
• Rename
• Rename by Example Values
• Rename by Generic Names
• Rename by Replacing
• Set Role
• Types
• One-Hot Encoding
• Target Encoding
• Date to Nominal
• Date to Numerical
• Format Numbers
• Guess Types
• Nominal to Binominal
• Nominal to Date
• Nominal to Numerical
• Nominal to Text
• Numerical to Binominal
• Numerical to Date
• Numerical to Polynominal
• Numerical to Real
• Parse Numbers
• Real to Integer
• Set Positive Value
• Text to Nominal
• Selection
• Remove Attribute Range
• Remove Correlated Attributes
• Remove Useless Attributes
• Select Attributes
• Select by Random
• Select by Weights
• Work on Subset
• Generation
• Generate Batch
• Text Vectorization
• Generate Absolutes
• Generate Aggregation
• Generate Attributes
• Generate Concatenation
• Generate Copy
• Generate Empty Attribute
• Generate Function Set
• Generate Gaussians
• Generate ID
• Generate Item Set Indicators
• Generate Products
• Generate TFIDF
• Generate Weight (LPR)
• Generate Weight (Stratification)
• Examples
• Filter
• Filter Example Range
• Filter Examples
• Sampling
• Sample
• Sample (Bootstrapping)
• Sample (Kennard-Stone)
• Sample (Model-Based)
• Sample (Stratified)
• Split Data
• Sort
• Shuffle
• Sort
• Sort by Pareto Rank
• Table
• Grouping
• Aggregate
• Rotation
• De-Pivot
• Pivot
• Transpose
• Joins
• Append (Robust)
• Append
• Cartesian Product
• Intersect
• Join
• Set Minus
• Superset
• Union
• Values
• Add
• Adjust Date
• Cut
• Map
• Merge
• Remap Binominals
• Replace
• Replace (Dictionary)
• Set Data
• Split
• Trim
• Cleansing
• Quality Measures
• Statistics
• Normalization
• De-Normalize
• Normalize
• Scale by Weights
• Binning
• Discretize by Binning
• Discretize by Entropy
• Discretize by Frequency
• Discretize by Size
• Discretize by User Specification
• Missing
• Handle Unknown Values
• Replace All Missings
• Declare Missing Value
• Fill Data Gaps
• Impute Missing Values
• Remove Unused Values
• Replace Infinite Values
• Replace Missing Values
• Duplicates
• Remove Duplicates
• Outliers
• Detect Outlier (COF)
• Detect Outlier (Densities)
• Detect Outlier (Distances)
• Detect Outlier (LOF)
• Dimensionality Reduction
• Independent Component Analysis
• Principal Component Analysis
• Principal Component Analysis (Kernel)
• Self-Organizing Map
• Singular Value Decomposition
• Modeling
• Python Forecaster
• Python Learner
• Predictive
• Create Formula
• Group Models
• Ungroup Models
• Update Model
• Lazy
• Default Model
• k-NN
• Bayesian
• Naive Bayes
• Naive Bayes (Kernel)
• Trees
• Gradient Boosted Trees
• CHAID
• Decision Stump
• Decision Tree (Multiway)
• Decision Tree (Weight-Based)
• ID3
• Decision Tree
• Random Forest
• Random Tree
• Rules
• Rule Induction
• Single Rule Induction
• Single Rule Induction (Single Attribute)
• Subgroup Discovery
• Tree to Rules
• Neural Nets
• Deep Learning
• AutoMLP
• Neural Net
• Perceptron
• Functions
• Generalized Linear Model
• Function Fitting
• Gaussian Process
• Linear Regression
• Local Polynomial Regression
• Polynomial Regression
• Relevance Vector Machine
• Seemingly Unrelated Regression
• Vector Linear Regression
• Logistic Regression
• Logistic Regression
• Logistic Regression (SVM)
• Logistic Regression (Evolutionary)
• Support Vector Machines
• Fast Large Margin
• Support Vector Machine
• Support Vector Machine
• Support Vector Machine (Evolutionary)
• Support Vector Machine (LibSVM)
• Support Vector Machine (Linear)
• Support Vector Machine (PSO)
• Discriminant Analysis
• Linear Discriminant Analysis
• Quadratic Discriminant Analysis
• Regularized Discriminant Analysis
• Ensembles
• Multi Label Modeling
• AdaBoost
• Additive Regression
• Bagging
• Bayesian Boosting
• Classification by Regression
• Find Threshold (Meta)
• Hierarchical Classification
• MetaCost
• Polynomial by Binomial Classification
• Relative Regression
• Stacking
• Subgroup Discovery (Meta)
• Transformed Regression
• Vote
• Segmentation
• Cluster Model Visualizer
• Agglomerative Clustering
• DBSCAN
• Extract Cluster Prototypes
• k-Means (fast)
• Flatten Clustering
• k-Means (H2O)
• k-Means
• k-Means (Kernel)
• K-Medoids
• Random Clustering
• Support Vector Clustering
• Top Down Clustering
• X-Means
• Associations
• Apply Association Rules
• Create Association Rules
• FP-Growth
• Generalized Sequential Patterns
• Item Sets to Data
• Unify Item Sets
• Correlations
• ANOVA Matrix
• Correlation Matrix
• Covariance Matrix
• Grouped ANOVA
• Mutual Information Matrix
• Rainflow Matrix
• Transition Graph
• Transition Matrix
• Similarities
• Cross Distances
• Data to Similarity
• Data to Similarity Data
• Similarity to Data
• Feature Weights
• Data to Weights
• Weight by Chi Squared Statistic
• Weight by Component Model
• Weight by Correlation
• Weight by Deviation
• Weight by Tree Importance
• Weight by Gini Index
• Weight by Information Gain
• Weight by Information Gain Ratio
• Weight by PCA
• Weight by Relief
• Weight by Rule
• Weight by SVM
• Weight by Uncertainty
• Weight by User Specification
• Weight by Value Average
• Weights to Data
• Optimization
• Apply Feature Set
• Automatic Feature Engineering
• Unsupervised Feature Selection
• Parameters
• Clone Parameters
• Optimize Parameters (Evolutionary)
• Optimize Parameters (Grid)
• Optimize Parameters (Quadratic)
• Set Parameters
• Feature Selection
• Optimize Selection
• Backward Elimination
• Optimize Selection (Brute Force)
• Optimize Selection (Evolutionary)
• Forward Selection
• Optimize Selection (Weight-Guided)
• Feature Generation
• Optimize by Generation (AGA)
• Optimize by Generation (Evolutionary Aggregation)
• Optimize by Generation (GGA)
• Optimize by Generation (YAGGA)
• Optimize by Generation (YAGGA2)
• Feature Weighting
• Optimize Weights (Backward)
• Optimize Weights (Evolutionary)
• Optimize Weights (Forward)
• Optimize Weights (PSO)
• Time Series
• Transformation
• Autocorrelation / Autocovariance
• Differentiate
• Equalize Numerical Indices
• Equalize Time Stamps
• Exponential Smoothing
• Fast Fourier Transformation
• Highest Peak Transformation
• Integrate
• Lag
• Logarithm
• Moving Average Filter
• Normalize (Series)
• Replace Missing Values (Series)
• Z-Score Peak Transformation
• Decomposition
• Classic Decomposition
• STL Decomposition
• Feature Extraction
• Extract Aggregates
• Extract Coefficients (Polynomial Fit)
• Extract Mode
• Extract Peaks
• Windowing
• Process Windows
• Windowing
• Forecasting
• ARIMA
• Apply Forecast
• Default Forecast
• Function and Seasonal Component Forecast
• Holt-Winters
• Multi Horizon Forecast
• Validation
• Forecast Validation
• Multi Horizon Performance
• Sliding Window Validation
• Utility
• Generate Data (ARIMA)
• Scoring
• Cost-Sensitive Scoring
• Explain Predictions
• Model Simulator
• Prescriptive Analytics
• Apply Model
• Confidences
• Rescale Confidences (Logistic)
• Apply Threshold
• Create Threshold
• Drop Uncertain Predictions
• Find Threshold
• Generate Prediction
• Generate Prediction Ranking
• Select Recall
• Validation
• Bootstrapping Validation
• Cross Validation
• Split Validation
• Wrapper Split Validation
• Wrapper-X-Validation
• Performance
• Multi Label Performance
• Combine Performances
• Extract Performance
• Performance
• Performance (Min-Max)
• Performance to Data
• Performance (User-Based)
• Predictive
• Performance (Attribute Count)
• Performance (Binominal Classification)
• Performance (Classification)
• Performance (Costs)
• Performance (Ranking)
• Performance (Regression)
• Performance (Support Vector Count)
• Segmentation
• Cluster Count Performance
• Cluster Density Performance
• Cluster Distance Performance
• Item Distribution Performance
• Map Clustering on Labels
• Significance Tests
• ANOVA
• T-Test
• Visual
• Lift Chart (Simple)
• Compare ROCs
• Create Lift Chart
• Visualize Model by SOM
• Utility
• Schedule Process
• Execute Process
• Multiply
• Subprocess
• Scripting
• Execute Python
• Execute R
• Execute Program
• Execute Script
• Execute SQL
• Process Control
• Publish to App
• Recall
• Recall from App
• Remember
• Loops
• Loop
• Loop and Average
• Loop and Deliver Best
• Loop Attribute Subsets
• Loop Attributes
• Loop Batches
• Loop Clusters
• Loop Collection
• Loop Data Fractions
• Loop Data Sets
• Loop Examples
• Loop Files
• Loop Labels
• Loop Parameters
• Loop Repository
• Loop Until
• Loop Values
• Loop Zip-File Entries
• Branches
• Branch
• Select Subprocess
• Collections
• Performance Average (Robust)
• Average
• Collect
• Flatten Collection
• Select
• Exceptions
• Handle Exception
• Throw Exception
• Macros
• Extract Macro
• Generate Macro
• Set Macro
• Set Macros
• Unset Macro
• Files
• Add Entry to Archive File
• Copy File
• Create Archive File
• Create Directory
• Delete File
• Move File
• Open File
• Rename File
• Write as Text
• Write File
• Write Message
• Annotations
• Annotate
• Annotations to Data
• Data to Annotations
• Extract Macro from Annotation
• Logging
• Clear Log
• Extract Log Value
• Log
• Log to Data
• Log to Weights
• Print to Console
• Provide Macro as Log Value
• Data Anonymization
• De-Obfuscate
• Obfuscate
• Random Data Generation
• Add Noise
• Create ExampleSet
• Generate Churn Data
• Generate Data
• Generate Direct Mailing Data
• Generate Massive Data
• Generate Multi-Label Data
• Generate Nominal Data
• Generate Sales Data
• Generate Team Profit Data
• Generate Transaction Data
• Generate Transfer Data
• Generate Up-Selling Data
• Misc
• Delay
• Free Memory
• Join Paths
• Materialize Data
• Send Mail
• Extensions
• Kafka Connector
• Kafka
• Read Kafka Topic
• Write Kafka Topic
• MLFlow
• Experiments
• Create Experiment
• Create Run
• Delete Experiment
• Delete Run
• Get Experiments
• Get Run
• Get Runs
• Log Run
• Models
• Create Model
• Create Model Version
• Get Model Information
• Retrieve Model
• Transition Stage
• Text Processing
• Create Document
• Data to Documents
• Documents to Data
• Extract Document
• Process Documents
• Process Documents from Data
• Process Documents from Files
• Process Documents from Mail Store
• Read Document
• Read Documents (Mail)
• Write Document
• Generation
• Generate Extract
• Utility
• Data To JSON
• JSON To Data
• WordList to Data
• Files
• Split File by Content
• Split File by Point
• Tokenization
• Tokenize
• Extraction
• Aggregate Meta Data
• Aggregate Token Length
• Extract Information
• Extract Length
• Extract Token Number
• Filtering
• Filter Documents (by Content)
• Filter Stopwords (Arabic)
• Filter Stopwords (Czech)
• Filter Stopwords (Dictionary)
• Filter Stopwords (English)
• Filter Stopwords (French)
• Filter Stopwords (German)
• Filter Tokens (by Content)
• Filter Tokens (by Length)
• Filter Tokens (by POS Ratios)
• Filter Tokens (by POS Tags)
• Filter Tokens (by Region)
• Stemming
• Stem (Arabic)
• Stem (Arabic, Light)
• Stem (Dictionary)
• Stem (German)
• Stem (Lovins)
• Stem (Porter)
• Stem (Snowball)
• Transformation
• Combine Documents
• Cut Document
• Generate n-Grams (Characters)
• Generate n-Grams (Terms)
• HTML to XML
• Keep Document Parts
• Process XSLT
• Remove Document Parts
• Replace Tokens
• Transform Cases
• Window Document
• Web Mining
• Clear Cookies
• Crawl Web
• Get Page
• Get Pages
• Process Documents from Web
• Read RSS Feed
• Services
• Enrich Data by Webservice
• Html Processing
• Extract Content
• Unescape HTML Document
• Utility
• Decode URLs
• Encode URLs
• JSON to XML
• Unescape HTML
• Rest
• DELETE (REST)
• GET (REST)
• PATCH (REST)
• POST (REST)
• PUT (REST)
• Admin Tools
• Data Access
• Edit Access Rights
• Ai Hub
• Add Contents to Project (AI Hub)
• Create Project (AI Hub)
• Delete Project (AI Hub)
• Delete Schedule (AI Hub)
• Get JWT (AI Hub)
• Get Jobs (AI Hub)
• Get Log (AI Hub)
• Get Metrics (AI Hub)
• Get Project (AI Hub)
• Get Projects (AI Hub)
• Get Schedules (AI Hub)
• Kill Job (AI Hub)
• Run Job (AI Hub)
• Schedule Job (AI Hub)
• Rtsa
• Call Endpoint(RTSA)
• Delete Deployment (RTSA)
• Deploy Project (RTSA)
• Get Endpoints (RTSA)
• Get Log (RTSA)
• Get Logs (RTSA)
• Image Processing
• Transformations
• Align Image
• Apply Threshold
• Blur Image
• Color Scale Image
• Convert Color
• Crop Image
• Dilate Image
• Erode Image
• Flip Image
• Generate Pixel Aggregation
• Invert Image
• Resize Image
• Rotate Image
• Translate Image
• Data Access
• Extract Image Information
• Image to Table
• Process Images from Webcam
• Read Image
• Read Image from Webcam
• Read Video
• Table to Image
• Write Image
• Regions
• Add Region
• Other
• Detect Lines
• Detect Text (OCR)
• Custom Operators
• Parameter Helper
• Attribute Parameter Macro
• Boolean Parameter Macro
• Category Parameter Macro
• Datetime Parameter Macro
• Directory Parameter Macro
• Double Parameter Macro
• File Parameter Macro
• Integer Parameter Macro
• Process Suggestion Parameter Macro
• Repository Location Parameter Macro
• Text Parameter Macro
• Data Access
• Execute Process from Custom Extension
• Open File from Custom Extension
• Read Dictionary
• Retrieve from Custom Extension
• Progress
• Step Custom Progress
• Total Custom Progress
• Utility
• Custom Subprocess
• Metadata Helper
• Throw Custom Error
• Generative AI
• Generate Image (LLM)
• Generate Text (LLM)
• In-Database Processing
• In Database Nest
• Data Access
• Retrieve (In Database)
• Store (In Database)
• Blending
• Aggregate (In Database)
• Convert Type (In Database)
• Custom Query (In Database)
• Filter Example Range (In Database)
• Filter Examples (In Database)
• Generate Attributes (In Database)
• Generate Rank (In Database)
• Join (In Database)
• Rename (In Database)
• Rename by Replacing (In Database)
• Reorder Attributes (In Database)
• Replace (In Database)
• Sample (In Database)
• Select Attributes (In Database)
• Sort (In Database)
• Union (In Database)
• Cleansing
• Declare Missing Value (In Database)
• Remove Duplicates (In Database)
• Replace Missing Values (In Database)
• Utility
• Multiply (In Database)
• Subprocess (In Database)
• Operator Toolbox
• Blending
• Build Simulation
• Extract Statistics
• Filter Attributes with Missing Values
• Filter Examples with Missing Values
• Generate Aggregation (Advanced)
• Generate Partial Dependency Plot Data
• Get Holidays
• Rename by Multiple Examples
• Replace Rare Values
• SMOTE Upsampling
• Weight of Evidence
• Table
• Append (Superset)
• Benfords Law
• Collect and Persist
• Group Into Collection
• Merge Attributes
• Sample (Collection)
• Sort (Multiple)
• Attribute Generation
• Calculate Overlaps
• Generate Levenshtein Distance
• Generate Phonetic Encodings
• Generate Power Transform
• Generate Session ID
• Data Access
• Read Binary
• Read Excel Sheet Names
• Read Office File
• Read SFTP
• Un-gzip
• Write SFTP
• Feature Selection
• Select by Weights (Multi)
• Macros
• Extract Last Modifying Operator
• Extract Macro (Format)
• Set Macro (Real)
• Set Macros from ExampleSet
• Models
• Apply Association Rules (Detailed)
• Check Model Conformance
• GLM Contribution
• Get Decision Tree Path
• Local Interpretation (LIME)
• Optimize Threshold
• Optimize Threshold (Subprocess)
• Random Forest Encoder
• Meta
• Subset Modeling
• Outliers
• Tukey Test
• Parameters
• Get Parameters
• Set Parameters from ExampleSet
• Performance
• Performance (AUPRC)
• Text Processing
• Apply Model (Documents)
• Dictionary-Based Sentiment (Documents)
• Extract Sentiment
• Extract Topics from Data (LDA)
• Extract Topics from Documents (LDA)
• Filter Tokens Using ExampleSet
• Split Document into Collection
• Stem Tokens Using ExampleSet
• Utility
• Base64 to Image
• Execute Remote Program
• Image to Base64
• List Repository Objects
• Log Operator Runtimes
• Loop (Compressed Files)
• Loop (While)
• Scan Processes
• Set Meta Data
• Subprocess (Caching)
• Subprocess (Parallel)
• Try (Multiple)
• Reporting
• Update Excel
• Generative Models
• Models
• Huggingface
• Delete Model
• Download Model
• Load Model
• Finetune
• Finetune Text Classification
• Finetune Text Generation
• Finetune Text2Text Generation
• Finetune Translation
• Tasks
• Conversational
• Conversational (History)
• Fill Mask
• Question Answering
• Summarization
• Text Classification
• Text Generation
• Text2Text Generation
• Token Classification
• Translation
• Zero Shot Classification
• OpenAI
• Check Job Status (OpenAI)
• Delete Model (OpenAI)
• Finetune (OpenAI)
• Get Models (OpenAI)
• Send Conversation (OpenAI)
• Send Prompt (OpenAI)
• Prompts
• Generate Prompts
• Embeddings
• Embeddings (FastEmbed)
• Embeddings (OpenAI)
• Vector Stores
• Milvus
• Create Collection (Milvus)
• Delete Collection (Milvus)
• Get Collection Info (Milvus)
• Get Collections (Milvus)
• Insert Documents (Milvus)
• Retrieve Documents (Milvus)
• Qdrant
• Create Collection (Qdrant)
• Delete Collection (Qdrant)
• Get Collection Info (Qdrant)
• Get Collections (Qdrant)
• Insert Documents (Qdrant)
• Retrieve Documents (Qdrant)
• Deployment
• Remote Python Context