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cgobat/color_spectra.ipynb

Last active August 16, 2022 19:35
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Color stuff with spectra
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color_spectra.ipynb
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sample_spectra.csv
Wavelength Sample 1 Absorbance Sample 2 Absorbance
2.20E+02 1.13E+00 1.38E+00
2.21E+02 1.16E+00 1.43E+00
2.22E+02 1.17E+00 1.45E+00
2.23E+02 1.21E+00 1.48E+00
2.24E+02 1.22E+00 1.47E+00
2.25E+02 1.24E+00 1.47E+00
2.26E+02 1.24E+00 1.45E+00
2.27E+02 1.24E+00 1.48E+00
2.28E+02 1.24E+00 1.48E+00
2.29E+02 1.24E+00 1.48E+00
2.30E+02 1.23E+00 1.48E+00
2.31E+02 1.24E+00 1.49E+00
2.32E+02 1.25E+00 1.49E+00
2.33E+02 1.26E+00 1.50E+00
2.34E+02 1.26E+00 1.51E+00
2.35E+02 1.27E+00 1.52E+00
2.36E+02 1.27E+00 1.53E+00
2.37E+02 1.29E+00 1.53E+00
2.38E+02 1.29E+00 1.53E+00
2.39E+02 1.29E+00 1.54E+00
2.40E+02 1.29E+00 1.53E+00
2.41E+02 1.30E+00 1.54E+00
2.42E+02 1.30E+00 1.53E+00
2.43E+02 1.31E+00 1.55E+00
2.44E+02 1.31E+00 1.55E+00
2.45E+02 1.31E+00 1.55E+00
2.46E+02 1.31E+00 1.55E+00
2.47E+02 1.32E+00 1.56E+00
2.48E+02 1.31E+00 1.55E+00
2.49E+02 1.32E+00 1.55E+00
2.50E+02 1.32E+00 1.55E+00
2.51E+02 1.32E+00 1.56E+00
2.52E+02 1.32E+00 1.56E+00
2.53E+02 1.32E+00 1.57E+00
2.54E+02 1.33E+00 1.57E+00
2.55E+02 1.33E+00 1.58E+00
2.56E+02 1.33E+00 1.58E+00
2.57E+02 1.33E+00 1.59E+00
2.58E+02 1.34E+00 1.60E+00
2.59E+02 1.33E+00 1.60E+00
2.60E+02 1.33E+00 1.60E+00
2.61E+02 1.33E+00 1.61E+00
2.62E+02 1.33E+00 1.61E+00
2.63E+02 1.33E+00 1.61E+00
2.64E+02 1.33E+00 1.61E+00
2.65E+02 1.33E+00 1.61E+00
2.66E+02 1.33E+00 1.61E+00
2.67E+02 1.33E+00 1.61E+00
2.68E+02 1.34E+00 1.61E+00
2.69E+02 1.34E+00 1.62E+00
2.70E+02 1.34E+00 1.61E+00
2.71E+02 1.34E+00 1.62E+00
2.72E+02 1.34E+00 1.62E+00
2.73E+02 1.34E+00 1.62E+00
2.74E+02 1.34E+00 1.63E+00
2.75E+02 1.34E+00 1.63E+00
2.76E+02 1.34E+00 1.63E+00
2.77E+02 1.34E+00 1.64E+00
2.78E+02 1.34E+00 1.64E+00
2.79E+02 1.35E+00 1.64E+00
2.80E+02 1.35E+00 1.65E+00
2.81E+02 1.35E+00 1.65E+00
2.82E+02 1.36E+00 1.65E+00
2.83E+02 1.36E+00 1.65E+00
2.84E+02 1.36E+00 1.65E+00
2.85E+02 1.37E+00 1.66E+00
2.86E+02 1.37E+00 1.66E+00
2.87E+02 1.38E+00 1.67E+00
2.88E+02 1.38E+00 1.67E+00
2.89E+02 1.39E+00 1.68E+00
2.90E+02 1.39E+00 1.68E+00
2.91E+02 1.40E+00 1.69E+00
2.92E+02 1.40E+00 1.69E+00
2.93E+02 1.41E+00 1.69E+00
2.94E+02 1.41E+00 1.70E+00
2.95E+02 1.41E+00 1.70E+00
2.96E+02 1.41E+00 1.70E+00
2.97E+02 1.42E+00 1.71E+00
2.98E+02 1.42E+00 1.71E+00
2.99E+02 1.43E+00 1.71E+00
3.00E+02 1.43E+00 1.71E+00
3.01E+02 1.44E+00 1.72E+00
3.02E+02 1.44E+00 1.72E+00
3.03E+02 1.44E+00 1.73E+00
3.04E+02 1.45E+00 1.73E+00
3.05E+02 1.45E+00 1.74E+00
3.06E+02 1.46E+00 1.74E+00
3.07E+02 1.47E+00 1.74E+00
3.08E+02 1.47E+00 1.75E+00
3.09E+02 1.47E+00 1.75E+00
3.10E+02 1.48E+00 1.76E+00
3.11E+02 1.48E+00 1.76E+00
3.12E+02 1.48E+00 1.76E+00
3.13E+02 1.49E+00 1.77E+00
3.14E+02 1.49E+00 1.77E+00
3.15E+02 1.49E+00 1.77E+00
3.16E+02 1.50E+00 1.77E+00
3.17E+02 1.50E+00 1.77E+00
3.18E+02 1.50E+00 1.78E+00
3.19E+02 1.51E+00 1.78E+00
3.20E+02 1.51E+00 1.78E+00
3.21E+02 1.51E+00 1.79E+00
3.22E+02 1.52E+00 1.79E+00
3.23E+02 1.52E+00 1.79E+00
3.24E+02 1.52E+00 1.80E+00
3.25E+02 1.52E+00 1.80E+00
3.26E+02 1.52E+00 1.79E+00
3.27E+02 1.52E+00 1.79E+00
3.28E+02 1.52E+00 1.80E+00
3.29E+02 1.53E+00 1.80E+00
3.30E+02 1.53E+00 1.80E+00
3.31E+02 1.53E+00 1.80E+00
3.32E+02 1.53E+00 1.80E+00
3.33E+02 1.53E+00 1.80E+00
3.34E+02 1.54E+00 1.81E+00
3.35E+02 1.53E+00 1.82E+00
3.36E+02 1.54E+00 1.82E+00
3.37E+02 1.54E+00 1.82E+00
3.38E+02 1.54E+00 1.82E+00
3.39E+02 1.54E+00 1.82E+00
3.40E+02 1.54E+00 1.83E+00
3.41E+02 1.55E+00 1.83E+00
3.42E+02 1.55E+00 1.83E+00
3.43E+02 1.55E+00 1.83E+00
3.44E+02 1.55E+00 1.83E+00
3.45E+02 1.55E+00 1.83E+00
3.46E+02 1.55E+00 1.83E+00
3.47E+02 1.56E+00 1.83E+00
3.48E+02 1.56E+00 1.83E+00
3.49E+02 1.56E+00 1.83E+00
3.50E+02 1.57E+00 1.83E+00
3.51E+02 1.57E+00 1.83E+00
3.52E+02 1.58E+00 1.83E+00
3.53E+02 1.58E+00 1.83E+00
3.54E+02 1.59E+00 1.83E+00
3.55E+02 1.59E+00 1.83E+00
3.56E+02 1.59E+00 1.83E+00
3.57E+02 1.59E+00 1.83E+00
3.58E+02 1.59E+00 1.83E+00
3.59E+02 1.54E+00 1.79E+00
3.60E+02 1.49E+00 1.76E+00
3.61E+02 1.46E+00 1.73E+00
3.62E+02 1.42E+00 1.70E+00
3.63E+02 1.39E+00 1.67E+00
3.64E+02 1.39E+00 1.67E+00
3.65E+02 1.39E+00 1.67E+00
3.66E+02 1.39E+00 1.67E+00
3.67E+02 1.39E+00 1.67E+00
3.68E+02 1.39E+00 1.67E+00
3.69E+02 1.40E+00 1.66E+00
3.70E+02 1.40E+00 1.66E+00
3.71E+02 1.40E+00 1.66E+00
3.72E+02 1.40E+00 1.66E+00
3.73E+02 1.40E+00 1.66E+00
3.74E+02 1.40E+00 1.66E+00
3.75E+02 1.40E+00 1.65E+00
3.76E+02 1.41E+00 1.65E+00
3.77E+02 1.40E+00 1.65E+00
3.78E+02 1.41E+00 1.65E+00
3.79E+02 1.41E+00 1.65E+00
3.80E+02 1.41E+00 1.65E+00
3.81E+02 1.41E+00 1.65E+00
3.82E+02 1.41E+00 1.65E+00
3.83E+02 1.41E+00 1.65E+00
3.84E+02 1.41E+00 1.65E+00
3.85E+02 1.41E+00 1.64E+00
3.86E+02 1.41E+00 1.64E+00
3.87E+02 1.41E+00 1.64E+00
3.88E+02 1.41E+00 1.65E+00
3.89E+02 1.41E+00 1.64E+00
3.90E+02 1.41E+00 1.64E+00
3.91E+02 1.41E+00 1.64E+00
3.92E+02 1.41E+00 1.64E+00
3.93E+02 1.41E+00 1.64E+00
3.94E+02 1.41E+00 1.64E+00
3.95E+02 1.41E+00 1.64E+00
3.96E+02 1.40E+00 1.64E+00
3.97E+02 1.40E+00 1.64E+00
3.98E+02 1.39E+00 1.64E+00
3.99E+02 1.39E+00 1.64E+00
4.00E+02 1.38E+00 1.63E+00
4.01E+02 1.37E+00 1.64E+00
4.02E+02 1.37E+00 1.63E+00
4.03E+02 1.36E+00 1.63E+00
4.04E+02 1.35E+00 1.63E+00
4.05E+02 1.34E+00 1.63E+00
4.06E+02 1.33E+00 1.63E+00
4.07E+02 1.31E+00 1.63E+00
4.08E+02 1.30E+00 1.63E+00
4.09E+02 1.28E+00 1.63E+00
4.10E+02 1.27E+00 1.63E+00
4.11E+02 1.25E+00 1.63E+00
4.12E+02 1.24E+00 1.62E+00
4.13E+02 1.22E+00 1.62E+00
4.14E+02 1.20E+00 1.62E+00
4.15E+02 1.19E+00 1.61E+00
4.16E+02 1.17E+00 1.61E+00
4.17E+02 1.16E+00 1.61E+00
4.18E+02 1.14E+00 1.60E+00
4.19E+02 1.13E+00 1.61E+00
4.20E+02 1.13E+00 1.62E+00
4.21E+02 1.13E+00 1.62E+00
4.22E+02 1.12E+00 1.63E+00
4.23E+02 1.12E+00 1.63E+00
4.24E+02 1.10E+00 1.62E+00
4.25E+02 1.08E+00 1.61E+00
4.26E+02 1.07E+00 1.60E+00
4.27E+02 1.05E+00 1.58E+00
4.28E+02 1.04E+00 1.57E+00
4.29E+02 1.03E+00 1.56E+00
4.30E+02 1.02E+00 1.54E+00
4.31E+02 1.01E+00 1.53E+00
4.32E+02 9.95E-01 1.51E+00
4.33E+02 9.85E-01 1.50E+00
4.34E+02 9.76E-01 1.49E+00
4.35E+02 9.67E-01 1.47E+00
4.36E+02 9.58E-01 1.46E+00
4.37E+02 9.50E-01 1.44E+00
4.38E+02 9.42E-01 1.43E+00
4.39E+02 9.34E-01 1.41E+00
4.40E+02 9.27E-01 1.40E+00
4.41E+02 9.19E-01 1.39E+00
4.42E+02 9.12E-01 1.38E+00
4.43E+02 9.04E-01 1.36E+00
4.44E+02 8.96E-01 1.35E+00
4.45E+02 8.88E-01 1.34E+00
4.46E+02 8.80E-01 1.33E+00
4.47E+02 8.71E-01 1.32E+00
4.48E+02 8.62E-01 1.31E+00
4.49E+02 8.53E-01 1.30E+00
4.50E+02 8.43E-01 1.29E+00
4.51E+02 8.34E-01 1.28E+00
4.52E+02 8.24E-01 1.28E+00
4.53E+02 8.14E-01 1.27E+00
4.54E+02 8.04E-01 1.26E+00
4.55E+02 7.94E-01 1.26E+00
4.56E+02 7.84E-01 1.25E+00
4.57E+02 7.73E-01 1.24E+00
4.58E+02 7.63E-01 1.24E+00
4.59E+02 7.53E-01 1.23E+00
4.60E+02 7.43E-01 1.23E+00
4.61E+02 7.33E-01 1.23E+00
4.62E+02 7.24E-01 1.22E+00
4.63E+02 7.15E-01 1.22E+00
4.64E+02 7.05E-01 1.21E+00
4.65E+02 6.97E-01 1.21E+00
4.66E+02 6.88E-01 1.21E+00
4.67E+02 6.80E-01 1.20E+00
4.68E+02 6.73E-01 1.20E+00
4.69E+02 6.66E-01 1.19E+00
4.70E+02 6.60E-01 1.19E+00
4.71E+02 6.55E-01 1.18E+00
4.72E+02 6.51E-01 1.18E+00
4.73E+02 6.47E-01 1.17E+00
4.74E+02 6.45E-01 1.17E+00
4.75E+02 6.44E-01 1.16E+00
4.76E+02 6.45E-01 1.16E+00
4.77E+02 6.47E-01 1.15E+00
4.78E+02 6.50E-01 1.14E+00
4.79E+02 6.56E-01 1.14E+00
4.80E+02 6.63E-01 1.13E+00
4.81E+02 6.73E-01 1.12E+00
4.82E+02 6.86E-01 1.11E+00
4.83E+02 7.01E-01 1.10E+00
4.84E+02 7.20E-01 1.09E+00
4.85E+02 7.42E-01 1.09E+00
4.86E+02 7.67E-01 1.08E+00
4.87E+02 7.97E-01 1.07E+00
4.88E+02 8.31E-01 1.06E+00
4.89E+02 8.68E-01 1.05E+00
4.90E+02 9.11E-01 1.04E+00
4.91E+02 9.58E-01 1.03E+00
4.92E+02 1.01E+00 1.02E+00
4.93E+02 1.06E+00 1.01E+00
4.94E+02 1.12E+00 9.99E-01
4.95E+02 1.18E+00 9.89E-01
4.96E+02 1.25E+00 9.79E-01
4.97E+02 1.31E+00 9.69E-01
4.98E+02 1.38E+00 9.59E-01
4.99E+02 1.44E+00 9.50E-01
5.00E+02 1.49E+00 9.40E-01
5.01E+02 1.53E+00 9.30E-01
5.02E+02 1.57E+00 9.21E-01
5.03E+02 1.59E+00 9.12E-01
5.04E+02 1.61E+00 9.04E-01
5.05E+02 1.62E+00 8.95E-01
5.06E+02 1.63E+00 8.86E-01
5.07E+02 1.64E+00 8.77E-01
5.08E+02 1.64E+00 8.69E-01
5.09E+02 1.64E+00 8.60E-01
5.10E+02 1.64E+00 8.52E-01
5.11E+02 1.64E+00 8.44E-01
5.12E+02 1.64E+00 8.36E-01
5.13E+02 1.63E+00 8.28E-01
5.14E+02 1.61E+00 8.21E-01
5.15E+02 1.57E+00 8.14E-01
5.16E+02 1.49E+00 8.07E-01
5.17E+02 1.39E+00 8.00E-01
5.18E+02 1.26E+00 7.93E-01
5.19E+02 1.12E+00 7.87E-01
5.20E+02 9.82E-01 7.82E-01
5.21E+02 8.46E-01 7.77E-01
5.22E+02 7.20E-01 7.72E-01
5.23E+02 6.08E-01 7.68E-01
5.24E+02 5.09E-01 7.65E-01
5.25E+02 4.22E-01 7.61E-01
5.26E+02 3.49E-01 7.59E-01
5.27E+02 2.88E-01 7.57E-01
5.28E+02 2.38E-01 7.55E-01
5.29E+02 1.96E-01 7.54E-01
5.30E+02 1.65E-01 7.54E-01
5.31E+02 1.41E-01 7.55E-01
5.32E+02 1.25E-01 7.56E-01
5.33E+02 1.13E-01 7.59E-01
5.34E+02 1.08E-01 7.61E-01
5.35E+02 1.05E-01 7.65E-01
5.36E+02 1.04E-01 7.69E-01
5.37E+02 1.04E-01 7.74E-01
5.38E+02 1.05E-01 7.80E-01
5.39E+02 1.07E-01 7.87E-01
5.40E+02 1.08E-01 7.96E-01
5.41E+02 1.10E-01 8.05E-01
5.42E+02 1.11E-01 8.16E-01
5.43E+02 1.12E-01 8.28E-01
5.44E+02 1.13E-01 8.41E-01
5.45E+02 1.13E-01 8.56E-01
5.46E+02 1.13E-01 8.73E-01
5.47E+02 1.13E-01 8.91E-01
5.48E+02 1.12E-01 9.10E-01
5.49E+02 1.11E-01 9.31E-01
5.50E+02 1.10E-01 9.52E-01
5.51E+02 1.09E-01 9.74E-01
5.52E+02 1.07E-01 9.98E-01
5.53E+02 1.06E-01 1.02E+00
5.54E+02 1.04E-01 1.05E+00
5.55E+02 1.02E-01 1.07E+00
5.56E+02 1.00E-01 1.10E+00
5.57E+02 9.83E-02 1.12E+00
5.58E+02 9.61E-02 1.15E+00
5.59E+02 9.40E-02 1.17E+00
5.60E+02 9.19E-02 1.19E+00
5.61E+02 8.96E-02 1.21E+00
5.62E+02 8.73E-02 1.22E+00
5.63E+02 8.51E-02 1.23E+00
5.64E+02 8.28E-02 1.23E+00
5.65E+02 8.04E-02 1.22E+00
5.66E+02 7.80E-02 1.21E+00
5.67E+02 7.58E-02 1.19E+00
5.68E+02 7.36E-02 1.16E+00
5.69E+02 7.13E-02 1.12E+00
5.70E+02 6.89E-02 1.07E+00
5.71E+02 6.67E-02 1.02E+00
5.72E+02 6.44E-02 9.62E-01
5.73E+02 6.20E-02 9.01E-01
5.74E+02 5.96E-02 8.39E-01
5.75E+02 5.73E-02 7.76E-01
5.76E+02 5.49E-02 7.15E-01
5.77E+02 5.28E-02 6.57E-01
5.78E+02 5.07E-02 6.03E-01
5.79E+02 4.87E-02 5.53E-01
5.80E+02 4.66E-02 5.07E-01
5.81E+02 4.47E-02 4.66E-01
5.82E+02 4.27E-02 4.28E-01
5.83E+02 4.09E-02 3.95E-01
5.84E+02 3.90E-02 3.66E-01
5.85E+02 3.75E-02 3.40E-01
5.86E+02 3.58E-02 3.16E-01
5.87E+02 3.42E-02 2.96E-01
5.88E+02 3.26E-02 2.78E-01
5.89E+02 3.12E-02 2.62E-01
5.90E+02 2.96E-02 2.48E-01
5.91E+02 2.82E-02 2.35E-01
5.92E+02 2.69E-02 2.24E-01
5.93E+02 2.56E-02 2.14E-01
5.94E+02 2.45E-02 2.04E-01
5.95E+02 2.34E-02 1.96E-01
5.96E+02 2.22E-02 1.88E-01
5.97E+02 2.12E-02 1.81E-01
5.98E+02 2.02E-02 1.74E-01
5.99E+02 1.92E-02 1.68E-01
6.00E+02 1.81E-02 1.62E-01
6.01E+02 1.74E-02 1.57E-01
6.02E+02 1.66E-02 1.51E-01
6.03E+02 1.58E-02 1.46E-01
6.04E+02 1.51E-02 1.41E-01
6.05E+02 1.45E-02 1.36E-01
6.06E+02 1.39E-02 1.31E-01
6.07E+02 1.34E-02 1.26E-01
6.08E+02 1.29E-02 1.21E-01
6.09E+02 1.25E-02 1.16E-01
6.10E+02 1.19E-02 1.11E-01
6.11E+02 1.15E-02 1.06E-01
6.12E+02 1.11E-02 1.01E-01
6.13E+02 1.06E-02 9.55E-02
6.14E+02 1.04E-02 9.08E-02
6.15E+02 1.01E-02 8.58E-02
6.16E+02 9.78E-03 8.11E-02
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9.73E+02 1.80E-02 3.13E-02
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9.77E+02 1.72E-02 3.02E-02
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9.89E+02 1.48E-02 2.70E-02
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9.97E+02 1.34E-02 2.50E-02
9.98E+02 1.33E-02 2.48E-02
9.99E+02 1.32E-02 2.47E-02
1.00E+03 1.31E-02 2.45E-02
Raw
xyz_CIE1931.csv
lam x y z
360 0.0001299 3.917e-06 0.0006061
361 0.000145847 4.393581e-06 0.0006808792
362 0.0001638021 4.929604e-06 0.0007651456
363 0.0001840037 5.532136e-06 0.0008600124
364 0.0002066902 6.208245e-06 0.0009665928
365 0.0002321 6.965e-06 0.001086
366 0.000260728 7.813219e-06 0.001220586
367 0.000293075 8.767336e-06 0.001372729
368 0.000329388 9.839844e-06 0.001543579
369 0.000369914 1.104323e-05 0.001734286
370 0.0004149 1.239e-05 0.001946
371 0.0004641587 1.388641e-05 0.002177777
372 0.000518986 1.555728e-05 0.002435809
373 0.000581854 1.744296e-05 0.002731953
374 0.0006552347 1.958375e-05 0.003078064
375 0.0007416 2.202e-05 0.003486
376 0.0008450296 2.483965e-05 0.003975227
377 0.0009645268 2.804126e-05 0.00454088
378 0.001094949 3.153104e-05 0.00515832
379 0.001231154 3.521521e-05 0.005802907
380 0.001368 3.9e-05 0.006450001
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830 1.251141e-06 4.5181e-07 0.0
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