diff --git a/.gitignore b/.gitignore index 7bd8e56..f796a58 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,3 @@ .DS_Store *png -*pdf +__pycache__ diff --git a/acf_example.ipynb b/acf_example.ipynb index c27eea4..6d0b48e 100644 --- a/acf_example.ipynb +++ b/acf_example.ipynb @@ -46,14 +46,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] }, "metadata": { @@ -87,6 +87,7 @@ "\n", "# Plot results\n", "time = np.linspace(0, acf.dt * acf.n_evol, acf.n_evol)\n", + "plt.figure(figsize=(10,6))\n", "plt.plot(time, classical_xx, color='b', label='Classical')\n", "plt.plot(time, rpmd_xx, color='r', label='RPMD')\n", "plt.xlim(0, acf.dt * acf.n_evol)\n",