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updating to work with latest changes
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dauparas committed Aug 19, 2022
1 parent d9af74f commit 905b008
Showing 1 changed file with 56 additions and 11 deletions.
67 changes: 56 additions & 11 deletions colab_notebooks/quickdemo_wAF2.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -36,8 +36,8 @@
"if not os.path.isdir(\"ProteinMPNN\"):\n",
" os.system(\"git clone -q https://github.com/dauparas/ProteinMPNN.git\")\n",
"\n",
"if \"ProteinMPNN/vanilla_proteinmpnn\" not in sys.path:\n",
" sys.path.append('/content/ProteinMPNN/vanilla_proteinmpnn')\n",
"if \"ProteinMPNN\" not in sys.path:\n",
" sys.path.append('/content/ProteinMPNN')\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import shutil\n",
Expand All @@ -61,7 +61,7 @@
"\n",
"backbone_noise=0.00 # Standard deviation of Gaussian noise to add to backbone atoms\n",
"\n",
"path_to_model_weights='/content/ProteinMPNN/vanilla_proteinmpnn/vanilla_model_weights' \n",
"path_to_model_weights='/content/ProteinMPNN/vanilla_model_weights' \n",
"hidden_dim = 128\n",
"num_layers = 3 \n",
"model_folder_path = path_to_model_weights\n",
Expand Down Expand Up @@ -105,20 +105,65 @@
" return f\"{pdb_code}.pdb\""
],
"metadata": {
"cellView": "form",
"id": "2nKSlaMlSpcf"
"id": "2nKSlaMlSpcf",
"outputId": "3ea5b539-aa2b-43e0-ffae-b31cb9526cd3",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"execution_count": null,
"outputs": []
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Number of edges: 48\n",
"Training noise level: 0.2A\n",
"Model loaded\n"
]
}
]
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 2,
"metadata": {
"cellView": "form",
"id": "xMVlYh8Fv2of"
"id": "xMVlYh8Fv2of",
"outputId": "243ab7cf-187f-45c9-f005-16253f708e0c",
"colab": {
"base_uri": "https://localhost:8080/"
}
},
"outputs": [],
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"{'6MRR': (['A'], [])}\n",
"Length of chain A is 68\n",
"Generating sequences...\n",
">6MRR, score=1.4495, fixed_chains=[], designed_chains=['A'], model_name=v_48_020\n",
"GWSTELEKHREELKEFLKKEGITNVEIRIDNGRLEVRVEGGTERLKRFLEELRQKLEKKGYTVDIKIE\n",
">T=0.1, sample=0, score=1.0100, seq_recovery=0.4559\n",
"GIDEELEKVVKEIKAFLEKQGITNVEIKVEDGELTIVMKGASKKTIDFLKKTKKRLEAKGYKVNVKIE\n",
">T=0.1, sample=0, score=0.9381, seq_recovery=0.4853\n",
"GVDPELEKVVKELEAFLKEKGVTNVKIEVKDGVLTITMKGASKEVKEFLEKLKKELEAKGYTVNVKIE\n",
">T=0.1, sample=0, score=0.9491, seq_recovery=0.4853\n",
"GIDPELEKYKEKLEKFLKEQGITNVEIKIENGTLTIKMNGASEEVKNYLKKLKEELEAKGYKVNVEIS\n",
">T=0.1, sample=0, score=0.9319, seq_recovery=0.5000\n",
"GIDEELEKYVKKLKEFLKKKGITNVKIEIKDGKLTITMKGASKETKEFLKKLKKELEEKGYEVNIEIK\n",
">T=0.1, sample=0, score=0.9127, seq_recovery=0.4853\n",
"GIDEELEKYVKELKKFLKEKGVNNVKIKVEDGELTIEMKGASKEVKEFLEKLKKELEKKGYKVNVKIE\n",
">T=0.1, sample=0, score=0.9532, seq_recovery=0.5735\n",
"GMDEELEKVKEELEAFLKKQGITNVEIKIENGKLTIKMKGASEEVKKKLEELEKELKAKGYEVEIKIE\n",
">T=0.1, sample=0, score=0.9198, seq_recovery=0.5294\n",
"HMDEELEKYVEKLKAFLKEQGITNVEIEIEDGELTIKMKGASEEVKEFLEKLKKELEAKGYKVNIEIE\n",
">T=0.1, sample=0, score=0.9605, seq_recovery=0.5441\n",
"GVDEELEKYVEKLKEFLKKKGINNVEIEIKDGELTIKMNGASKETKEFLEKLKKELEEKGYTVNIEIK\n"
]
}
],
"source": [
"#@title #Run ProteinMPNN\n",
"\n",
Expand Down Expand Up @@ -606,4 +651,4 @@
},
"nbformat": 4,
"nbformat_minor": 0
}
}

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