diff --git a/notebooks/20_calibration.ipynb b/notebooks/20_calibration.ipynb index dd6eccc..321547f 100644 --- a/notebooks/20_calibration.ipynb +++ b/notebooks/20_calibration.ipynb @@ -57,7 +57,7 @@ "outputs": [], "source": [ "#|hide \n", - "os.chdir('/home/frank/Work/Projecten/DoRe/viz/raw_nmf')" + "os.chdir('/home/frank/Work/DATA/maxrf4u-data/')" ] }, { @@ -93,14 +93,29 @@ "outputs": [ { "data": { - "text/html": [ - "..", - "" + "image/png": "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", + "text/plain": [ + "
" ] }, - "execution_count": null, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" + }, + { + "name": "stdin", + "output_type": "stream", + "text": [ + "Write instrument energy calibration to datastack file [y/n]? y\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Writing channel energies (keV) to: RP-T-1898-A-3689.datastack\n", + "Also writing instrument Compton anode peak energy (keV) to: RP-T-1898-A-3689.datastack\n" + ] } ], "source": [ @@ -412,5 +427,5 @@ } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 }