Man pages for alteryx/AlteryxSim
R package for Alteryx simulation tools
| allDistributions | function to make list of all distributions and relevant info |
| Alteryx_distributions | Get distributions supported by Alteryx tools |
| Alteryx_distributions_continuous | Get continuous distributions supported by Alteryx tools |
| Alteryx_distributions_discrete | Get discrete distributions supported by Alteryx tools |
| best_process | Code for processing when process = "best" |
| bin_to_data | Converts binned data into vector of data |
| checkForMissingXVars | Check for missing predictors in score data as compared to the... |
| chi_sq | Convert a fit to corresponding chisq value |
| convert_dist | Convert distribution name to R distribution function suffix |
| convertTo01 | Generic method for converting vector to 0/1 |
| convertTo01.character | convert character of Yes/No vector to 0/1 |
| convertTo01.default | Convert default vector to 0/1 |
| convertTo01.factor | convert character vector to 0/1 |
| custom_chisq | Get chi squared value from MLE for custom mle function for... |
| custom_chisq_discrete | Get chisq value from MLE for custom chisq function for... |
| data_process | Code for processing data inputs |
| doInChunks | Apply function to each chunk if in Alteryx. If outside, run... |
| each_process | Code for processing when process = "each" |
| entire_process | Code for processing when process = "entire" |
| errorCheckBounds | Generic error check for illegal bounds; throws error if set... |
| errorCheckBounds.binomial | Error check for binomial out of bounds |
| errorCheckBounds.default | Default error check for bounds method |
| errorCheckBounds.gamma | Error check for gamma out of bounds |
| errorCheckBounds.geometric | Error check for geometric out of bounds |
| errorCheckBounds.lognormal | Error check for lognormal out of bounds |
| errorCheckBounds.pareto | Error check for pareto out of bounds |
| errorCheckBounds.paretoAlteryx | Error check for pareto out of bounds |
| errorCheckBounds.poisson | Error check for poisson out of bounds |
| errorCheckParams | Generic check for illegal parameters; throws error if params... |
| errorCheckParams.default | Default error check; returns no error |
| errorCheckParams.triangular | triangular distribution error check |
| errorCheckParams.uniform | uniform distribution error check |
| fapply | Apply list of functions to single argument |
| findInputs | Find inputs that start with a root |
| findTrueInput | Find inputs that start with a root and have the value TRUE |
| fit_best_single | For specified distribution, find parameters for best-fitting... |
| fitdist_Alteryx | Generic method for fitting distribution |
| fitdist_Alteryx.binom | Fit binomial |
| fitdist_Alteryx.binomial | Fit binomial distribution |
| fitdist_Alteryx.default | Default method for fitting distribution Uses... |
| fitdist_Alteryx.geom | Fit geometric distribution |
| fitdist_Alteryx.geometric | Fit geometric distribution |
| fitdist_Alteryx.pareto | Fit pareto distribution |
| fitdist_Alteryx.paretoAlteryx | Fit pareto distribution |
| fitdist_Alteryx.pois | Fit poisson distribution |
| fitdist_Alteryx.poisson | Fit poisson distribution |
| fitdist_Alteryx.triangle | Fit triangular distribution |
| fitdist_Alteryx.triangular | Fit triangular distribution |
| fit_dists | Generic method for fitting over vector of distributions |
| fit_dists2 | Generic non-S3 method for distribution fitting |
| fit_dists.data.frame | Fit each column to best fitting distribution and distribution... |
| fit_dists.default | Fit single vector across all distributions to best parameters |
| fit_info | Get info on fitting and gof |
| get_chunk_sizes | Give vector of chunk sizes |
| getErrorVec | Function to get error vector |
| getSampleSizes | Get sample sizes for chunks |
| getScore | Helper function for simulateNonGLM for scores < 0 or > 1 |
| getTarVarName | Extract target variable name from model object |
| inAlteryx | Check if code is running inside an Alteryx R Tool. |
| loadPackageForScoring | Load any needed packages based on the class of the model |
| mapReduce | Map reduce code to help with processing of chunks |
| mapReduceChunkArg | Map reduce code to help with processing of chunks, with... |
| nonStratSampling | Get sample sizes for simple (non-stratified) sampling |
| param_process | Code for processing parametric inputs |
| prepareDataForScoring | Score a model |
| process_fit_element | Process a fit element created by 'fit_dists' on a data.frame |
| qparetoAlteryx | pareto inverse CDF function |
| quantile_sample | Quantile function sampling |
| questions | Question Inputs |
| rej_sample_from_dist | Parametric Rejection Sampling |
| removeMissingLevels | Remove missing levels from score data based on model data |
| rparetoAlteryx | pareto random sampling function |
| saImportance | Importance index |
| sample_best | Find best fit for each column and sample from it |
| sample_df | Sample entire records from dataset |
| sample_df_indep | Sample from dataset, sampling from columns independently |
| sample_hyper | Samples flexible parameters from distribution |
| sample_hyper_join | Joins hyperparameter to existing data |
| sample_LH_from_dist | Latin Hypercube Parametric Sampling |
| sample_MC_from_dist | Monte Carlo Parametric Sampling |
| saPr2 | Partial Correlation Coefficients |
| saPrSingle | Partial Correlation Coefficients |
| saR | Pearson's R |
| saScat | Function to make collection of scatter plots |
| scoreErrorCheck | Error check to ensure model class matches "isGLM" |
| scoreProcess | Function to score model with added samples from an error... |
| simGLM | Repurpose stats package 'simulate' function to work on new... |
| simNonGLM | function to draw from error distribution and add to... |
| singleScat | Function to make single scatter plot |
| stratSampling | Get sample sizes for stratified sampling |
| tool_process | Code for sampling tool in Alteryx |
| try_fit_best_single | Apply best fit function and catch potential errors Necessary... |
