diff --git a/nbs/19_pct_examples.ipynb b/nbs/19_pct_examples.ipynb index e16a3f5b..efd5ae90 100644 --- a/nbs/19_pct_examples.ipynb +++ b/nbs/19_pct_examples.ipynb @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -34,7 +34,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -47,7 +47,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -67,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -214,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -222,7 +222,7 @@ "output_type": "stream", "text": [ "{'series': 'steady', 'zero_threshold': 1, 'reward_type': 'power', 'keep_history': True}\n", - "2025-01-02 21:19:53.433967 21468 Start\n", + "2025-01-03 09:19:31.023607 24428 Start\n", "Score=-1362.401 power=1362.401\n", "{'start': 1100, 'end': 2100, 'average yaw error_baseline_logs': 6.907099999999999, 'angle covered_trad_baseline_logs': 27.30000000000004, 'yaw count_trad_baseline_logs': 5, 'time_yawing_trad_baseline_logs': 0.43004300430043}\n", "{'start': 1100, 'end': 2100, 'average yaw error_baseline_simu': 6.5231, 'angle covered_trad_baseline_simu': 53.46000000000012, 'yaw count_trad_baseline_simu': 15, 'time_yawing_trad_baseline_simu': 2.0502050205020503}\n", @@ -231,8 +231,8 @@ "average_yaw_error_decrease_simu=12.37\n", "energy_gain = 0.12\n", "net_energy_gain = 0.14\n", - "2025-01-02 21:20:04.212012 21468 End\n", - "Elapsed time: 10.78\n", + "2025-01-03 09:19:40.112434 24428 End\n", + "Elapsed time: 9.09\n", "*** keys ['WindTurbine', 'reward', 'IYE', 'IWD', 'IWS', 'Action1sgsm', 'RL0C0sm', 'PL0C0sm', 'CL0C0', 'OL0C0sm', 'RL1C0sm', 'PL1C0sm', 'CL1C0', 'OL1C0sm', 'RL1C1sm', 'PL1C1sm', 'CL1C1', 'OL1C1sm', 'RL2C0sm', 'PL2C0sm', 'CL2C0', 'OL2C0sm', 'RL2C1sm', 'PL2C1sm', 'CL2C1', 'OL2C1sm', 'RL2C2sm', 'PL2C2sm', 'CL2C2', 'OL2C2sm', 'RL3C0v', 'PL3C0sm', 'CL3C0', 'OL3C0sm', 'RL3C1v', 'PL3C1sm', 'CL3C1', 'OL3C1sm']\n" ] }, @@ -262,7 +262,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -272,7 +272,7 @@ "
" ] }, - "execution_count": 8, + "execution_count": null, "metadata": {}, "output_type": "execute_result" } @@ -284,7 +284,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -309,7 +309,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -326,7 +326,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -348,12 +348,24 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "execution_count": null, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "\n", - "# pct.draw( figsize=(10,10), font_size=6, funcdata=True, with_edge_labels=True, node_size=200)" + "#| gui\n", + "pct.draw( figsize=(10,10), font_size=6, funcdata=True, with_edge_labels=True, node_size=200)" ] }, { @@ -365,7 +377,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -383,21 +395,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "python3", "language": "python", "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.13" } }, "nbformat": 4,