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EIS Toolkit
Partial derivatives
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eis_toolkit
EIS Toolkit
eis_toolkit
General
Dependency licenses
Conversions
Conversions
Convert csv to geodataframe
Convert raster to dataframe
Evaluation
Evaluation
Calculate base metrics
Classification label evaluation
Classification probability evaluation
Plot confusion matrix
Plot neural network training performance (accuracy and loss)
Plot prediction-area (P-A) curves
Plot rate curve
Exploratory analyses
Exploratory analyses
Chi-square test
Correlation matrix
Covariance matrix
DBSCAN
Descriptive statistics
Feature importance
K-means clustering
Local Moran's I
Normality test
Plot parallel coordinates
PCA
Prediction
Prediction
Fuzzy overlay
Gradient boosting
Logistic regression
Logistic regression
MLP
Random forests
Weights of evidence
Raster processing
Raster processing
Clipping
Create constant raster
Distance to anomaly
Extract values from raster
Reclassify raster
Reprojecting
Resampling
Snapping
Unifying
Unique combinations in rasters
Windowing
Derivatives
Derivatives
Classification
Parameters
Partial derivatives
Partial derivatives
Table of contents
partial_derivatives
Utilities
Filters
Filters
Focal
Kernels
Speckle
Utilities
Training data tools
Training data tools
Class balancing
Transformations
Transformations
Binarize
Clip
Linear
Logarithmic
One-hot encoding
Sigmoid
Winsorize
Coda
Coda
Additive logratio transform
Centered logratio transform
Isometric logratio transform
Pairwise logratio transform
Pivot logratio transform
Utilities
Utilities
File I/O utilities
Nodata utilities
Raster data utilities
Vector processing
Vector processing
Calculate geometry
Cell-Based Association
Distance computation
Extract shared lines
IDW
Kriging interpolation
Rasterize vector
Reproject vector
Vector density
Table of contents
partial_derivatives
Partial derivatives