diff --git a/README.md b/README.md index d5d980b..1c8d164 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # KerrGeoPy -KerrGeoPy is a python implementation of the [KerrGeodesics](https://bhptoolkit.org/KerrGeodesics/) Mathematica library. It is intended for use in computing orbital trajectories for extreme-mass-ratio inspirals (EMRIs). It implements the analytical solutions for plunging orbits from [Dyson and van de Meent](https://arxiv.org/abs/2302.03704), as well as solutions for stable orbits from [Fujita and Hikida](https://arxiv.org/abs/0906.1420). The library also provides a set of methods for computing constants of motion and orbital frequencies. +KerrGeoPy is a python implementation of the [KerrGeodesics](https://bhptoolkit.org/KerrGeodesics/) Mathematica library. It is intended for use in computing orbital trajectories for extreme-mass-ratio inspirals (EMRIs). It implements the analytical solutions for plunging orbits from [Dyson and van de Meent](https://arxiv.org/abs/2302.03704), as well as solutions for stable orbits from [Fujita and Hikida](https://arxiv.org/abs/0906.1420). The library also provides a set of methods for computing constants of motion and orbital frequencies. See the [documentation](https://kerrgeopy.readthedocs.io/en/latest/) for more information. ## Installation @@ -279,4 +279,4 @@ plt.ylabel(r"$\phi(\lambda)$") ## Authors * Seyong Park -* Zach Nasipak +* Zach Nasipak \ No newline at end of file diff --git a/docs/source/_autosummary/kerrgeopy.orbit.Orbit.rst b/docs/source/_autosummary/kerrgeopy.orbit.Orbit.rst index c4d9e50..1124844 100644 --- a/docs/source/_autosummary/kerrgeopy.orbit.Orbit.rst +++ b/docs/source/_autosummary/kerrgeopy.orbit.Orbit.rst @@ -24,6 +24,7 @@ ~Orbit.numerical_four_velocity ~Orbit.plot ~Orbit.trajectory + ~Orbit.trajectory_deltas diff --git a/docs/source/_autosummary/kerrgeopy.plunge.PlungingOrbit.rst b/docs/source/_autosummary/kerrgeopy.plunge.PlungingOrbit.rst index 0663e8a..9261a04 100644 --- a/docs/source/_autosummary/kerrgeopy.plunge.PlungingOrbit.rst +++ b/docs/source/_autosummary/kerrgeopy.plunge.PlungingOrbit.rst @@ -24,6 +24,7 @@ ~PlungingOrbit.numerical_four_velocity ~PlungingOrbit.plot ~PlungingOrbit.trajectory + ~PlungingOrbit.trajectory_deltas diff --git a/docs/source/_autosummary/kerrgeopy.stable.StableOrbit.rst b/docs/source/_autosummary/kerrgeopy.stable.StableOrbit.rst index 85250d3..c0b8de3 100644 --- a/docs/source/_autosummary/kerrgeopy.stable.StableOrbit.rst +++ b/docs/source/_autosummary/kerrgeopy.stable.StableOrbit.rst @@ -27,6 +27,7 @@ ~StableOrbit.numerical_four_velocity ~StableOrbit.plot ~StableOrbit.trajectory + ~StableOrbit.trajectory_deltas diff --git a/docs/source/index.rst b/docs/source/index.rst index 2ae2fe4..c719dba 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -19,7 +19,7 @@ The library also provides a set of methods for computing constants of motion and .. raw:: html .. _Installation: diff --git a/docs/source/notebooks/Getting Started.ipynb b/docs/source/notebooks/Getting Started.ipynb index 9186e94..efd2072 100644 --- a/docs/source/notebooks/Getting Started.ipynb +++ b/docs/source/notebooks/Getting Started.ipynb @@ -98,20 +98,10 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "c569de69", "metadata": {}, "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$\\\\phi(\\\\lambda)$')" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "image/png": 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", @@ -149,7 +139,9 @@ "plt.subplot(1,4,4)\n", "plt.plot(time, phi(time))\n", "plt.xlabel(\"$\\lambda$\")\n", - "plt.ylabel(r\"$\\phi(\\lambda)$\")" + "plt.ylabel(r\"$\\phi(\\lambda)$\")\n", + "\n", + "plt.show()" ] }, { @@ -297,7 +289,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "befb9523", "metadata": {}, "outputs": [], @@ -315,7 +307,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "214fa2c9", "metadata": {}, "outputs": [], @@ -325,20 +317,10 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "20655542", "metadata": {}, "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$\\\\phi(\\\\lambda)$')" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "image/png": 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", @@ -376,7 +358,9 @@ "plt.subplot(1,4,4)\n", "plt.plot(time, phi(time))\n", "plt.xlabel(\"$\\lambda$\")\n", - "plt.ylabel(r\"$\\phi(\\lambda)$\")" + "plt.ylabel(r\"$\\phi(\\lambda)$\")\n", + "\n", + "plt.show()" ] }, { @@ -409,7 +393,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "id": "14142e83", "metadata": {}, "outputs": [], @@ -424,20 +408,10 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "id": "9768d7dd", "metadata": {}, "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$\\\\phi(\\\\lambda)$')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, { "data": { "image/png": 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", @@ -474,7 +448,9 @@ "plt.subplot(1,4,4)\n", "plt.plot(time, phi(time))\n", "plt.xlabel(\"$\\lambda$\")\n", - "plt.ylabel(r\"$\\phi(\\lambda)$\")" + "plt.ylabel(r\"$\\phi(\\lambda)$\")\n", + "\n", + "plt.show()" ] } ], diff --git a/docs/source/notebooks/Graphics.ipynb b/docs/source/notebooks/Graphics.ipynb index 6f16460..115b8b3 100644 --- a/docs/source/notebooks/Graphics.ipynb +++ b/docs/source/notebooks/Graphics.ipynb @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 1, "id": "7ae99533", "metadata": {}, "outputs": [ @@ -171,7 +171,7 @@ "metadata": {}, "source": [ "