Skip to content

Instantly share code, notes, and snippets.

@ljmartin
Created August 1, 2024 07:33
Show Gist options
  • Save ljmartin/c9fa6ac8804847ae110c33695dbb8e1d to your computer and use it in GitHub Desktop.
Save ljmartin/c9fa6ac8804847ae110c33695dbb8e1d to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"attachments": {
"ef3fc756-2c9f-444c-8ccf-14a893d1616a.png": {
"image/png": "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"
}
},
"cell_type": "markdown",
"id": "de705836-8ea7-4d2a-9a8d-685872328ab8",
"metadata": {},
"source": [
"# there might be a good descriptor \n",
"of local neighbourhoods to use for regressing on the solvent-excluded surface.\n",
"\n",
"It can be found in \n",
"\n",
"```\n",
"INDEPENDENT SE(3)-EQUIVARIANT MODELS FOR\n",
"END-TO-END RIGID PROTEIN DOCKING\n",
"```\n",
"\n",
"and looks like this:\n",
"![Screen Shot 2021-11-18 at 1.57.39 pm.png](attachment:ef3fc756-2c9f-444c-8ccf-14a893d1616a.png)"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "0be98f2f-a990-4893-aa46-267a4b04626c",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"def surfaceness(pts, lam=1):\n",
" \n",
" vec_diff_mat = (pts[:,None]-pts) #matrix of vector differences\n",
" vec_diff_mat_norm = np.linalg.norm(vec_diff_mat,axis=-1) #and their norms\n",
" \n",
" #work out the rhs:\n",
" sq_norm = vec_diff_mat_norm**2 #squared norms\n",
" rhs_term = np.exp( (-1/lam) * sq_norm )\n",
" \n",
" #this is the matrix of w_i_i' terms:\n",
" wi_mat = rhs_term / rhs_term.sum() \n",
"\n",
" #now do the lhs, collapsing on the 1st axis to \n",
" #collapse the matrix into per-point values:\n",
" top = np.linalg.norm((wi_mat[:,:,np.newaxis]*vec_diff_mat).sum(1), axis=-1)\n",
"\n",
" bottom = (wi_mat * vec_diff_mat_norm).sum(1)\n",
" return top/bottom\n"
]
},
{
"cell_type": "markdown",
"id": "fa58b595-523b-49e1-8074-4dd3d343fa1c",
"metadata": {},
"source": [
"we can see that all points on the surface of a sphere have the same 'surfaceness':"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "47f8afb1-b165-45a1-a5f2-d86aa867a160",
"metadata": {},
"outputs": [],
"source": [
"def golden_spiral(num_pts, radius=1):\n",
" \"\"\"\n",
" Sample points spread out around a 3D unit sphere surface\n",
" \"\"\"\n",
" indices = np.arange(0, num_pts, dtype=float) + 0.5\n",
" phi = np.arccos(1 - 2*indices/num_pts)\n",
" theta = np.pi * (1 + 5**0.5) * indices\n",
" x, y, z = np.cos(theta) * np.sin(phi), np.sin(theta) * np.sin(phi), np.cos(phi);\n",
" points = np.vstack([x,y,z]).T\n",
" return points"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "8c0b4923-5e96-444e-b079-fe5d5670d9a1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([0.54384299, 0.54368902, 0.54420836, 0.54294711, 0.54459249,\n",
" 0.54313417, 0.54277805, 0.54477906, 0.54217622, 0.54416807,\n",
" 0.54357611, 0.54229257, 0.54494189, 0.54279285, 0.54302585,\n",
" 0.54399073, 0.54276096, 0.54391568, 0.54300323, 0.54287205,\n",
" 0.54413532, 0.54346934, 0.54333992, 0.54329689, 0.54335725,\n",
" 0.54335725, 0.54329689, 0.54333992, 0.54346934, 0.54413532,\n",
" 0.54287205, 0.54300323, 0.54391568, 0.54276096, 0.54399073,\n",
" 0.54302585, 0.54279285, 0.54494189, 0.54229257, 0.54357611,\n",
" 0.54416807, 0.54217622, 0.54477906, 0.54277805, 0.54313417,\n",
" 0.54459249, 0.54294711, 0.54420836, 0.54368902, 0.54384299])"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pts = golden_spiral(50)\n",
"surfaceness(pts)\n"
]
},
{
"cell_type": "markdown",
"id": "4ceb407b-7b98-45e9-b5ca-75f450919870",
"metadata": {},
"source": [
"likewise we can see how it behaves in 2d:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9b64d54b-205f-4aab-80bb-d6918a84c67e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(-1.0922516315323125,\n",
" 1.0850255849484156,\n",
" -1.090520394432518,\n",
" 1.0867568220482102)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def golden_circle(num_pts):\n",
"\n",
" indices = np.arange(0, num_pts, dtype=float) + 0.5\n",
"\n",
" r = np.sqrt(indices/num_pts)\n",
" theta = np.pi * (1 + 5**0.5) * indices\n",
"\n",
" pts = np.vstack([r*np.cos(theta), r*np.sin(theta)]).T\n",
" return pts \n",
"\n",
"pts = golden_circle(500)\n",
"colors = surfaceness(pts)\n",
"\n",
"plt.scatter(pts[:,0], pts[:,1],c=colors)\n",
"plt.colorbar()\n",
"\n",
"plt.axis('square')"
]
},
{
"cell_type": "markdown",
"id": "e7804e9b",
"metadata": {},
"source": [
"# an alternative is the FACTS asymmetry descriptor\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "8f454bd0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.21054888 0.27467619 0.42139158 0.57769846 0.70455077 0.79533876\n",
" 0.85705671 0.89847482 0.9264337 0.94556718]\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x1169b2dd0>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"rsphere = 0.4\n",
"\n",
"a,b = np.meshgrid(np.linspace(0,1, 20),np.linspace(0,1, 20))\n",
"pts = np.vstack([a.flatten(),b.flatten()]).T\n",
"\n",
"def om(rij,rsphere=rsphere):\n",
" m = rij<rsphere\n",
" vals = ((1-(rij/rsphere)**2)**2)\n",
" vals[m] =0\n",
" return vals\n",
"\n",
"npts = 10\n",
"qpts = np.vstack([np.linspace(0.5, 1.5, npts), np.ones(npts)*0.5]).T\n",
"\n",
"vecs= (pts[:,None]-qpts)\n",
"rsphere = 0.3\n",
"rij = np.linalg.norm(vecs, axis=2)\n",
"rij.shape\n",
"\n",
"v = 0.001\n",
"top = (v/rij * om(rij)).sum(0)\n",
"\n",
"bi = top/(1+top)\n",
"\n",
"print(bi)\n",
"plt.scatter(a,b, facecolor='white', edgecolor='grey')\n",
"plt.scatter(*qpts.T, c=bi)\n",
"plt.colorbar()\n"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "afdcfc39",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0.30711914 0.3402727 0.42474958 0.52975503 0.63041376 0.71524578\n",
" 0.78217622 0.83318004 0.87142246 0.89995621]\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x12340d090>"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"pts = golden_circle(500)\n",
"qpts = np.vstack([np.linspace(0., 1.5, npts), np.zeros(npts)]).T\n",
"\n",
"\n",
"vecs= (pts[:,None]-qpts)\n",
"rsphere = 0.3\n",
"rij = np.linalg.norm(vecs, axis=2)\n",
"rij.shape\n",
"\n",
"v = 0.0001\n",
"top = (v/rij * om(rij)).sum(0)\n",
"\n",
"bi = top/(1+top)\n",
"\n",
"print(bi)\n",
"plt.scatter(*pts.T, facecolor='white', edgecolor='grey')\n",
"plt.scatter(*qpts.T, c=bi)\n",
"plt.colorbar()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ebebee30",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.11.8"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment