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final code and comments hopefully

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ccl 2 years ago
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      a_tune_in.ipynb

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@ -32,53 +32,6 @@
"name": "stdout", "name": "stdout",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"Requirement already satisfied: tensorflow==1.15.5 in ./pocket/lib/python3.6/site-packages (1.15.5)\n",
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"Requirement already satisfied: dataclasses in ./pocket/lib/python3.6/site-packages (from werkzeug>=0.11.15->tensorboard<1.16.0,>=1.15.0->tensorflow==1.15.5) (0.8)\n",
"Requirement already satisfied: typing-extensions>=3.6.4 in ./pocket/lib/python3.6/site-packages (from importlib-metadata>=4.4->markdown>=2.6.8->tensorboard<1.16.0,>=1.15.0->tensorflow==1.15.5) (4.1.1)\n",
"Requirement already satisfied: zipp>=0.5 in ./pocket/lib/python3.6/site-packages (from importlib-metadata>=4.4->markdown>=2.6.8->tensorboard<1.16.0,>=1.15.0->tensorflow==1.15.5) (3.6.0)\n",
"Requirement already satisfied: keras==2.2.5 in ./pocket/lib/python3.6/site-packages (2.2.5)\n",
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"Requirement already satisfied: keras-applications>=1.0.8 in ./pocket/lib/python3.6/site-packages (from keras==2.2.5) (1.0.8)\n",
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"Requirement already satisfied: scikit-learn>=0.20.0 in ./pocket/lib/python3.6/site-packages (from pincelate) (0.24.2)\n",
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"Requirement already satisfied: threadpoolctl>=2.0.0 in ./pocket/lib/python3.6/site-packages (from scikit-learn>=0.20.0->pincelate) (3.1.0)\n"
] ]
} }
], ],
@ -138,35 +91,10 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 4, "execution_count": null,
"id": "muslim-labor", "id": "muslim-labor",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"what is your word? Archives\n",
"temperature value? 2\n"
]
},
{
"ename": "TypeError",
"evalue": "ufunc 'true_divide' not supported for the input types, and the inputs could not be safely coerced to any supported types according to the casting rule ''safe''",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-4-811e22a18341>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mwor\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0minput\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'what is your word? '\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mtemp\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0minput\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'temperature value? '\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mpin\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmanipulate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlower\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mtemperature\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtemp\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;32m~/Documents/Any_One_day_future/A_tune_in/pocket/lib/python3.6/site-packages/pincelate/__init__.py\u001b[0m in \u001b[0;36mmanipulate\u001b[0;34m(self, s, letters, features, temperature)\u001b[0m\n\u001b[1;32m 444\u001b[0m )\n\u001b[1;32m 445\u001b[0m orth_seq = [self.phon2orth.to_target_vocab(item, 1)[0][0]\n\u001b[0;32m--> 446\u001b[0;31m for item in orth_decoding]\n\u001b[0m\u001b[1;32m 447\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[0;31m# trim start/end tokens\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/Documents/Any_One_day_future/A_tune_in/pocket/lib/python3.6/site-packages/pincelate/__init__.py\u001b[0m in \u001b[0;36m<listcomp>\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m 443\u001b[0m x ** np.exp(orth_exps), temperature)\n\u001b[1;32m 444\u001b[0m )\n\u001b[0;32m--> 445\u001b[0;31m orth_seq = [self.phon2orth.to_target_vocab(item, 1)[0][0]\n\u001b[0m\u001b[1;32m 446\u001b[0m for item in orth_decoding]\n\u001b[1;32m 447\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/Documents/Any_One_day_future/A_tune_in/pocket/lib/python3.6/site-packages/pincelate/seq2seq.py\u001b[0m in \u001b[0;36mdecode_sequence\u001b[0;34m(self, state_value, target_seq, transform, maxlen)\u001b[0m\n\u001b[1;32m 234\u001b[0m \"\"\"\n\u001b[1;32m 235\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 236\u001b[0;31m \u001b[0;32myield\u001b[0m \u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtarget_seq\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 237\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mrange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmaxlen\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 238\u001b[0m output, h = self.infer_decoder_model.predict(\n",
"\u001b[0;32m~/Documents/Any_One_day_future/A_tune_in/pocket/lib/python3.6/site-packages/pincelate/__init__.py\u001b[0m in \u001b[0;36m<lambda>\u001b[0;34m(x)\u001b[0m\n\u001b[1;32m 441\u001b[0m \u001b[0;31m# orthography inference manipulation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 442\u001b[0m transform=lambda x: softmax_temperature(\n\u001b[0;32m--> 443\u001b[0;31m x ** np.exp(orth_exps), temperature)\n\u001b[0m\u001b[1;32m 444\u001b[0m )\n\u001b[1;32m 445\u001b[0m orth_seq = [self.phon2orth.to_target_vocab(item, 1)[0][0]\n",
"\u001b[0;32m~/Documents/Any_One_day_future/A_tune_in/pocket/lib/python3.6/site-packages/pincelate/seq2seq.py\u001b[0m in \u001b[0;36msoftmax_temperature\u001b[0;34m(t, temp)\u001b[0m\n\u001b[1;32m 301\u001b[0m \u001b[0mzeros\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mzeros\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 302\u001b[0m \u001b[0mdist\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mt\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mastype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloat64\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m0.0001\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 303\u001b[0;31m \u001b[0mpred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdist\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0mtemp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 304\u001b[0m \u001b[0mexp_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexp\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpred\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 305\u001b[0m \u001b[0mpred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mexp_pred\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msum\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexp_pred\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mTypeError\u001b[0m: ufunc 'true_divide' not supported for the input types, and the inputs could not be safely coerced to any supported types according to the casting rule ''safe''"
]
}
],
"source": [ "source": [
"wor = input('what is your word? ')\n", "wor = input('what is your word? ')\n",
"temp = input('temperature value? ')\n", "temp = input('temperature value? ')\n",
@ -235,10 +163,10 @@
"\n", "\n",
"path= \"/home/angeliki/Documents/Any_One_day_future/A_tune_in\"\n", "path= \"/home/angeliki/Documents/Any_One_day_future/A_tune_in\"\n",
"\n", "\n",
"filename = path + '/' + os.path.basename(url) # get the full path of the file\n", "filename = path + '/' + os.path.basename(url) \n",
"if os.path.exists(filename):\n", "if os.path.exists(filename):\n",
" os.remove(filename) # if exist, remove it directly\n", " os.remove(filename) \n",
"wget.download(url, out=filename) # download it to the specific path.\n", "wget.download(url, out=filename) \n",
"\n", "\n",
" \n", " \n",
"with open(filename, 'r') as f:\n", "with open(filename, 'r') as f:\n",
@ -302,10 +230,10 @@
"## Chant with, for, against, around, about AI\n", "## Chant with, for, against, around, about AI\n",
"\n", "\n",
"By chanting, we refer to a repeated rhythmic phrase, one sung loudly and in unison with a group.\n", "By chanting, we refer to a repeated rhythmic phrase, one sung loudly and in unison with a group.\n",
"Chants are used in spiritual practices, protests, football matches, demonstrations, battles. They are words travelling surfacing through our bodies out into the world.\n", "Chants are used in spiritual practices, protests, football matches, demonstrations, battles. They are words surfacing through our bodies out into the world.\n",
"In this final part, we will make our own chant with, for, against, around, about AI that we can keep repeating throughout the conference.\n", "In this final part, we will make our own chant with, for, against, around, about AI that we can keep repeating throughout the conference.\n",
"\n", "\n",
"In groups of 4, and using the Para-generator, take a few minutes to make a chant to share with everyone else. A tune out." "In groups of 4, and using the tools above, take a few minutes to make a chant to share with everyone else. A tune out."
] ]
}, },
{ {
@ -313,13 +241,13 @@
"id": "f597b743", "id": "f597b743",
"metadata": {}, "metadata": {},
"source": [ "source": [
"You can use this pad [https://pad.vvvvvvaria.org/any_one_day_this_chant_will_live](https://pad.vvvvvvaria.org/any_one_day_this_chant_will_live) to draft your chants." "You can use this pad [https://pad.vvvvvvaria.org/any_one_day_this_chant_will_live](https://pad.vvvvvvaria.org/any_one_day_this_chant_will_live) to draft your chants. We can share our intentions or we can keep them private."
] ]
} }
], ],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": "Python 3", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
}, },
@ -333,7 +261,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.6.9" "version": "3.9.2"
} }
}, },
"nbformat": 4, "nbformat": 4,

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