Beside the free NIR-Predictor software with Windows user interface, the real-time Predictor Engine is also available
for embedded integration in application, cloud and instrument-software (ICT).
As a light-weigt single library file (DLL) with application programming interface (API), documentation and software development kit (SDK) including sample source code (C#).
Easy integration and deployment, no software license protection (no serial key, no dongle).
Put your spectrum as an array into the multivariate predictor, no specific file format needed.
Fast prediction speed and low latency because of compiled code library (direct call, no cloud API).
Protected prediction results with outlier detection information.
System Requirements Microsoft Windows 11 / 10 / 8 / 7 (Starter, Basic, Professional) (32 bit / 64 bit).
Minimal: Windows 7 Starter 32Bit, 1.6 GHz, 2 GB RAM, non-Administrator account.
Installation There are no administrator rights required, unpack the zip file to a folder "NIR-Predictor" in your documents or on your desktop. Read the ReadMe.txt and double click the NIR-Predictor.exe file.
Upgrade If you have installed an older version of NIR-Predictor then unpack into a different folder named e.g. "NIR-PredictorVx.y". All versions can run side-by-side. Copy the Calibrations in use to the new version into the "Calibration" folder. That's all.
Uninstall Make sure to backup your reports and calibrations inside your "NIR-Predictor" folder. Delete the "NIR-Predictor" folder.
The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.
Spectra Plots and Histograms on the Prediction Report
NIR-Predictor is an easy to use NIR software for all NIR devices
to produce quantitative results out of NIR data.
CalibrationModel Service provides development of customized calibrations out of NIR and Lab data.
It allows to use NIR with your own customized
models without the need of Chemometric Software!
We do the Machine Leraning for your NIR-Spectrometer
and with the free NIR-Predictor you are
able to analyze new measured samples.
For NIR-Vendors we also offer the
Software Development Kit (SDK) for OEM Predictor use
via the Application Programming Interface (API).
Think of a sencod predictor engine,
as a second heart in your system.
A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.
It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.
Properties File Creator saves you from:
manually error prone and boring tasks
importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
programming and writing scripts to transform the data into the shape needed
no trouble with data handling of
Wavelength / Wavenumber information (x-axis)
Absorbance / Reflectance labeling (y-axis)
checking compatibility of the raw data before merging
Averaging Spectral Intensities of a Sample
coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
limited and error prone table grid functionality
Because it’s all automatic and you can check the results and get the analysis information!
Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration
Top 8 Reasons why you should use Automated NIR Calibration Service
No subjective model selection
No variation in results and interpretation
No overfitting model
Better accuracy
Better precision
Time saving!
No software cost (no need for Chemometric software and training)
One free prediction software for all your NIR systems
Reduce Total Cost of Ownership (TCO) of your NIR
To be ahead of competitors
by not owning a chemometric software
by not struggling days with these complicated software
by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
You need to have the relevant skill sets in your organization.
That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
use the free NIR-Predictor together with your NIR-Instrument software
as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
About the included Demo-Spectra and Demo-Calibrations
The demo calibrations for the spectrometers from
Si-Ware Systems
Spectral Engines
Texas Instruments
VIAVI
are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication
“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article https://doi.org/10.1177/0960336018796391
The demo calibrations for the FOSS are built with the
The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.
Spectra Plots and Histograms on the Prediction Report
NIR-Predictor is an easy to use NIR software for all NIR devices
to produce quantitative results out of NIR data.
CalibrationModel Service provides development of customized calibrations out of NIR and Lab data.
It allows to use NIR with your own customized
models without the need of Chemometric Software!
We do the Machine Leraning for your NIR-Spectrometer
and with the free NIR-Predictor you are
able to analyze new measured samples.
For NIR-Vendors we also offer the
Software Development Kit (SDK) for OEM Predictor use
via the Application Programming Interface (API).
Think of a sencod predictor engine,
as a second heart in your system.
A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.
It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.
Properties File Creator saves you from:
manually error prone and boring tasks
importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
programming and writing scripts to transform the data into the shape needed
no trouble with data handling of
Wavelength / Wavenumber information (x-axis)
Absorbance / Reflectance labeling (y-axis)
checking compatibility of the raw data before merging
Averaging Spectral Intensities of a Sample
coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
limited and error prone table grid functionality
Because it’s all automatic and you can check the results and get the analysis information!
Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration
Top 8 Reasons why you should use Automated NIR Calibration Service
No subjective model selection
No variation in results and interpretation
No overfitting model
Better accuracy
Better precision
Time saving!
No software cost (no need for Chemometric software and training)
One free prediction software for all your NIR systems
Reduce Total Cost of Ownership (TCO) of your NIR
To be ahead of competitors
by not owning a chemometric software
by not struggling days with these complicated software
by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
You need to have the relevant skill sets in your organization.
That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
use the free NIR-Predictor together with your NIR-Instrument software
as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
About the included Demo-Spectra and Demo-Calibrations
The demo calibrations for the spectrometers from
Si-Ware Systems
Spectral Engines
Texas Instruments
VIAVI
are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication
“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article https://doi.org/10.1177/0960336018796391
The demo calibrations for the FOSS are built with the
The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.
Spectra Plots and Histograms on the Prediction Report
NIR-Predictor is an easy to use NIR software for all NIR devices
to produce quantitative results out of NIR data.
CalibrationModel Service provides development of customized calibrations out of NIR and Lab data.
It allows to use NIR with your own customized
models without the need of Chemometric Software!
We do the Machine Leraning for your NIR-Spectrometer
and with the free NIR-Predictor you are
able to analyze new measured samples.
For NIR-Vendors we also offer the
Software Development Kit (SDK) for OEM Predictor use
via the Application Programming Interface (API).
Think of a sencod predictor engine,
as a second heart in your system.
A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.
It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.
Properties File Creator saves you from:
manually error prone and boring tasks
importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
programming and writing scripts to transform the data into the shape needed
no trouble with data handling of
Wavelength / Wavenumber information (x-axis)
Absorbance / Reflectance labeling (y-axis)
checking compatibility of the raw data before merging
Averaging Spectral Intensities of a Sample
coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
limited and error prone table grid functionality
Because it’s all automatic and you can check the results and get the analysis information!
Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration
Top 8 Reasons why you should use Automated NIR Calibration Service
No subjective model selection
No variation in results and interpretation
No overfitting model
Better accuracy
Better precision
Time saving!
No software cost (no need for Chemometric software and training)
One free prediction software for all your NIR systems
Reduce Total Cost of Ownership (TCO) of your NIR
To be ahead of competitors
by not owning a chemometric software
by not struggling days with these complicated software
by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
You need to have the relevant skill sets in your organization.
That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
use the free NIR-Predictor together with your NIR-Instrument software
as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
About the included Demo-Spectra and Demo-Calibrations
The demo calibrations for the spectrometers from
Si-Ware Systems
Spectral Engines
Texas Instruments
VIAVI
are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication
“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article https://doi.org/10.1177/0960336018796391
The demo calibrations for the FOSS are built with the
