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Commit 651a3a2

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Updates on asteroseismology and Diffusion references
1 parent b020b7b commit 651a3a2

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‎DiffusionModels.ipynb

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" * [theaisummer blog introduction](https://theaisummer.com/diffusion-models/)\n",
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" * [Set of resources, paper on code on github of @heejkoo](https://github.com/heejkoo/Awesome-Diffusion-Models)\n",
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" * [Understanding Diffusion Models: A Unified Perspective](https://arxiv.org/abs/2208.11970)\n",
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" * [Beginner's guide to diffusion models](https://towardsdatascience.com/beginners-guide-to-diffusion-models-8c3435ccb4ae)"
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" * [Beginner's guide to diffusion models](https://towardsdatascience.com/beginners-guide-to-diffusion-models-8c3435ccb4ae)\n",
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" * [Tutorial on Diffusion Models for Imaging and Vision](https://arxiv.org/abs/2403.18103)\n",
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"\n",
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"\n",
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"Understanding Diffusion Models: A Unified Perspective:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": []
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"source": [
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"High-Resolution Image Synthesis with Latent Diffusion Models:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"#IFrame(\"doc/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.pdf\", width=1200, height=800)"
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"#IFrame(\"doc/DiffusionModels/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.pdf\", width=1200, height=800)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": []
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"source": [
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"TACKLING THE GENERATIVE LEARNING TRILEMMA WITH DENOISING DIFFUSION GANS:"
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]
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},
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"#IFrame(\"doc/2112.07804.pdf\", width=1200, height=800)"
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"#IFrame(\"doc/DiffusionModels/2112.07804.pdf\", width=1200, height=800)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": []
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"source": [
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"Denoising Diffusion Probabilistic Models"
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]
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},
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"#IFrame(\"doc/NeurIPS-2020-denoising-diffusion-probabilistic-models-Paper.pdf\", width=1200, height=800)"
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"#IFrame(\"doc/DiffusionModels/NeurIPS-2020-denoising-diffusion-probabilistic-models-Paper.pdf\", width=1200, height=800)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Tutorial on Diffusion Models for Imaging and Vision:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [],
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"source": [
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"#IFrame(\"doc/DiffusionModels/2403.18103v1.pdf\", width=1200, height=800)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.8.10"
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"version": "3.12.1"
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}
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},
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"nbformat": 4,

‎Physics101AsteroSeismologyAndSphericalHarmonics.ipynb

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"## References\n",
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"\n",
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"* [Excellent AAVSO introduction from Conny Aerts on Astera seismology](https://www.youtube.com/watch?v=b7KcFvASM0Y&ab_channel=AAVSOHQ)\n",
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"* [Wikipedia article about asteroseismology](https://en.wikipedia.org/wiki/Asteroseismology)\n",
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"* [Wikipedia article about spherical harmonics](https://en.wikipedia.org/wiki/Spherical_harmonics)\n",
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"* [Wikipedia article about bessel functions](https://en.wikipedia.org/wiki/Bessel_function)\n",
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 2
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"version": 3
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython2",
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"version": "2.7.18"
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"pygments_lexer": "ipython3",
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"version": "3.12.1"
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}
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},
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"nbformat": 4,

‎doc/DiffusionModels/2403.18103v1.pdf

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