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Merged
khider merged 1 commit into from
Mar 12, 2026
Merged

uniform default kernel #96

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4 changes: 2 additions & 2 deletions notebooks/L0_loading_to_series.ipynb
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],
"metadata": {
"kernelspec": {
"display_name": ".venv (3.12.3)",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.3"
"version": "3.12.2"
},
"toc-autonumbering": true
},
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18 changes: 9 additions & 9 deletions notebooks/L0_paleopandas.ipynb
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"## Data Description\n",
"\n",
"* Sea-surface temperature from Kaplan (1998) averaged over the NINO3 (5N-5S, 150W-190E)) region.\n",
"* Bereiter, B., Eggleston, S., Schmitt, J., Nehrbass-Ahles, C., Stocker, T. F., Fischer, H., … Chappellaz, J. (2015). Revision of the EPICA Dome C CO2 record from 800 to 600 kyr before present. Geophysical Research Letters, 42(2), 542–549. doi:10.1002/2014gl061957\n",
"* Bereiter, B., Eggleston, S., Schmitt, J., Nehrbass-Ahles, C., Stocker, T. F., Fischer, H., \u2026 Chappellaz, J. (2015). Revision of the EPICA Dome C CO2 record from 800 to 600 kyr before present. Geophysical Research Letters, 42(2), 542\u2013549. doi:10.1002/2014gl061957\n",
"\n",
"## Demonstration"
]
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],
"source": [
"soi = pyleo.utils.load_dataset('SOI')\n",
"soi.plot(invert_yaxis=True) # invert y axis so El Niño events plot upward"
"soi.plot(invert_yaxis=True) # invert y axis so El Ni\u00f1o events plot upward"
]
},
{
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" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1910 rows × 1 columns</p>\n",
"<p>1910 rows \u00d7 1 columns</p>\n",
"</div>"
],
"text/plain": [
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" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1910 rows × 1 columns</p>\n",
"<p>1910 rows \u00d7 1 columns</p>\n",
"</div>"
],
"text/plain": [
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" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1901 rows × 1 columns</p>\n",
"<p>1901 rows \u00d7 1 columns</p>\n",
"</div>"
],
"text/plain": [
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" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>162 rows × 1 columns</p>\n",
"<p>162 rows \u00d7 1 columns</p>\n",
"</div>"
],
"text/plain": [
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"data": {
"text/plain": [
"(<Figure size 640x480 with 3 Axes>,\n",
" {0: <Axes: ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>,\n",
" {0: <Axes: ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>,\n",
" 1: <Axes: ylabel='$CO_2$ [ppm]'>,\n",
" 'x_axis': <Axes: xlabel='Age [ka]'>})"
]
Expand Down Expand Up @@ -1943,9 +1943,9 @@
],
"metadata": {
"kernelspec": {
"display_name": "pyleo",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "pyleo"
"name": "python3"
},
"language_info": {
"codemirror_mode": {
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4 changes: 2 additions & 2 deletions notebooks/L1_filtering_and_detrending.ipynb
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Expand Up @@ -637,7 +637,7 @@
],
"metadata": {
"kernelspec": {
"display_name": "pyleo",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -651,7 +651,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.11"
"version": "3.12.2"
}
},
"nbformat": 4,
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20 changes: 10 additions & 10 deletions notebooks/L1_surrogates.ipynb
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"name": "stderr",
"output_type": "stream",
"text": [
"Performing spectral analysis on individual series: 100%|██████████| 20/20 [00:02<00:00, 8.14it/s]\n",
"Performing spectral analysis on individual series: 100%|██████████| 20/20 [00:02<00:00, 8.14it/s]\n"
"Performing spectral analysis on individual series: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 20/20 [00:02<00:00, 8.14it/s]\n",
"Performing spectral analysis on individual series: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 20/20 [00:02<00:00, 8.14it/s]\n"
]
},
{
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"name": "stderr",
"output_type": "stream",
"text": [
"Performing spectral analysis on individual series: 100%|██████████| 1000/1000 [00:02<00:00, 360.11it/s]\n",
"Performing spectral analysis on individual series: 100%|██████████| 1000/1000 [00:02<00:00, 355.24it/s]\n"
"Performing spectral analysis on individual series: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1000/1000 [00:02<00:00, 360.11it/s]\n",
"Performing spectral analysis on individual series: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1000/1000 [00:02<00:00, 355.24it/s]\n"
]
},
{
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"name": "stderr",
"output_type": "stream",
"text": [
"Performing spectral analysis on individual series: 100%|██████████| 200/200 [00:02<00:00, 81.84it/s]\n"
"Performing spectral analysis on individual series: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 200/200 [00:02<00:00, 81.84it/s]\n"
]
},
{
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"name": "stderr",
"output_type": "stream",
"text": [
"Performing spectral analysis on individual series: 100%|██████████| 200/200 [00:02<00:00, 83.29it/s]\n"
"Performing spectral analysis on individual series: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 200/200 [00:02<00:00, 83.29it/s]\n"
]
},
{
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"name": "stderr",
"output_type": "stream",
"text": [
"Performing spectral analysis on individual series: 100%|██████████| 200/200 [00:02<00:00, 82.07it/s]\n"
"Performing spectral analysis on individual series: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 200/200 [00:02<00:00, 82.07it/s]\n"
]
},
{
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"name": "stderr",
"output_type": "stream",
"text": [
"Performing spectral analysis on individual series: 100%|██████████| 200/200 [01:19<00:00, 2.51it/s]\n"
"Performing spectral analysis on individual series: 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 200/200 [01:19<00:00, 2.51it/s]\n"
]
}
],
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],
"metadata": {
"kernelspec": {
"display_name": "pyleo",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "pyleo"
"name": "python3"
},
"language_info": {
"codemirror_mode": {
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323 changes: 21 additions & 302 deletions notebooks/L1_time_semanics.ipynb
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30 changes: 15 additions & 15 deletions notebooks/L1_uniform_time_sampling.ipynb
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"Matplotlib\n",
"\n",
"## Data Description\n",
"Jouzel, J., Masson-Delmotte, V., Cattani, O., Dreyfus, G., Falourd, S., Hoffmann, G., … Wolff, E. W. (2007). Orbital and millennial Antarctic climate variability over the past 800,000 years. Science (New York, N.Y.), 317(5839), 793–796. [doi:10.1126/science.1141038](https://doi.org/10.1126/science.1141038)\n",
"Jouzel, J., Masson-Delmotte, V., Cattani, O., Dreyfus, G., Falourd, S., Hoffmann, G., \u2026 Wolff, E. W. (2007). Orbital and millennial Antarctic climate variability over the past 800,000 years. Science (New York, N.Y.), 317(5839), 793\u2013796. [doi:10.1126/science.1141038](https://doi.org/10.1126/science.1141038)\n",
"\n",
"## Demonstration\n",
"\n",
Expand Down Expand Up @@ -321,7 +321,7 @@
{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 8,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 10,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 14,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 17,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 18,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 19,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 21,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 22,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 23,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 24,
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{
"data": {
"text/plain": [
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [‰]'>"
"<Axes: xlabel='Age [ka]', ylabel='$\\\\delta \\\\mathrm{D}$ [\u2030]'>"
]
},
"execution_count": 25,
Expand Down Expand Up @@ -1427,9 +1427,9 @@
],
"metadata": {
"kernelspec": {
"display_name": "pyleo",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "pyleo"
"name": "python3"
},
"language_info": {
"codemirror_mode": {
Expand All @@ -1441,7 +1441,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.10"
"version": "3.12.13"
},
"nbdime-conflicts": {
"local_diff": [
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