Francisco Coelho / zugzwang

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Commit 17eba541c019a8eb9bf0b236a8c240f31ea544ed

Authored by Francisco Coelho
1 parent 677cc471
Exists in master

Updated meeting info

Showing 4 changed files with 208 additions and 90 deletions   Show diff stats
code/python/.ipynb_checkpoints/EventLattice-checkpoint.ipynb 0 → 100644
  Diff comments   View file @17eba54
@@ -0,0 +1,113 @@ @@ -0,0 +1,113 @@
  1 +{
  2 + "cells": [
  3 + {
  4 + "cell_type": "code",
  5 + "execution_count": null,
  6 + "id": "57fc5921-9d6b-4b43-a8f6-743a03650d63",
  7 + "metadata": {},
  8 + "outputs": [],
  9 + "source": [
  10 + "import event_lattice as el"
  11 + ]
  12 + },
  13 + {
  14 + "cell_type": "code",
  15 + "execution_count": null,
  16 + "id": "00f0eb68",
  17 + "metadata": {},
  18 + "outputs": [],
  19 + "source": [
  20 + "def zoom_event(event_str, lattice, lower_op=el.sum_op, upper_op=el.prod_op):\n",
  21 + " event = el.Event.from_str(event_str)\n",
  22 + " event_class = lattice.event_class(event)\n",
  23 + " propagated = lattice.propagated_value(\n",
  24 + " event, lower_op=lower_op, upper_op=upper_op)\n",
  25 + "\n",
  26 + " print(\n",
  27 + " f\"Event: {event}\\n\\tClass: {event_class} \\n\\tValue: {propagated}\")"
  28 + ]
  29 + },
  30 + {
  31 + "cell_type": "code",
  32 + "execution_count": null,
  33 + "id": "cdd8c6d6",
  34 + "metadata": {},
  35 + "outputs": [],
  36 + "source": [
  37 + "smodels = el.Lattice.parse({\n",
  38 + " \"A\": 2,\n",
  39 + " \"ab\": 3,\n",
  40 + " \"ac\": 5\n",
  41 + "})\n",
  42 + "\n",
  43 + "lattice = el.Lattice(smodels)\n",
  44 + "\n",
  45 + "print(lattice)"
  46 + ]
  47 + },
  48 + {
  49 + "cell_type": "code",
  50 + "execution_count": null,
  51 + "id": "2b445339",
  52 + "metadata": {},
  53 + "outputs": [],
  54 + "source": [
  55 + "zoom_event(\"abc\", lattice)\n",
  56 + "zoom_event(\"a\", lattice)\n",
  57 + "zoom_event(\"b\", lattice)\n",
  58 + "zoom_event(\"bc\", lattice)\n",
  59 + "zoom_event(\"ac\", lattice)"
  60 + ]
  61 + },
  62 + {
  63 + "cell_type": "code",
  64 + "execution_count": null,
  65 + "id": "f1b85255",
  66 + "metadata": {},
  67 + "outputs": [],
  68 + "source": [
  69 + "from itertools import *\n",
  70 + "\n",
  71 + "lits = lattice.literals()\n",
  72 + "for len_lit in range(len(lits)+1):\n",
  73 + " events = list(\"\".join(c) for c in combinations(lits, len_lit))\n",
  74 + " for event in events:\n",
  75 + " zoom_event(event, lattice)"
  76 + ]
  77 + },
  78 + {
  79 + "cell_type": "code",
  80 + "execution_count": null,
  81 + "id": "07973a47",
  82 + "metadata": {},
  83 + "outputs": [],
  84 + "source": []
  85 + }
  86 + ],
  87 + "metadata": {
  88 + "kernelspec": {
  89 + "display_name": "Python 3.9.13 ('base')",
  90 + "language": "python",
  91 + "name": "python3"
  92 + },
  93 + "language_info": {
  94 + "codemirror_mode": {
  95 + "name": "ipython",
  96 + "version": 3
  97 + },
  98 + "file_extension": ".py",
  99 + "mimetype": "text/x-python",
  100 + "name": "python",
  101 + "nbconvert_exporter": "python",
  102 + "pygments_lexer": "ipython3",
  103 + "version": "3.9.13"
  104 + },
  105 + "vscode": {
  106 + "interpreter": {
  107 + "hash": "a59afa236e16843183c59a167f072b6fa0409044b3c4938e82ac98aad91bf217"
  108 + }
  109 + }
  110 + },
  111 + "nbformat": 4,
  112 + "nbformat_minor": 5
  113 +}
code/python/EventLattice.ipynb
  Diff comments   View file @17eba54
@@ -2,7 +2,7 @@ @@ -2,7 +2,7 @@
2 "cells": [ 2 "cells": [
3 { 3 {
4 "cell_type": "code", 4 "cell_type": "code",
5 - "execution_count": 1, 5 + "execution_count": 7,
6 "id": "57fc5921-9d6b-4b43-a8f6-743a03650d63", 6 "id": "57fc5921-9d6b-4b43-a8f6-743a03650d63",
7 "metadata": {}, 7 "metadata": {},
8 "outputs": [], 8 "outputs": [],
@@ -12,7 +12,7 @@ @@ -12,7 +12,7 @@
12 }, 12 },
13 { 13 {
14 "cell_type": "code", 14 "cell_type": "code",
15 - "execution_count": 2, 15 + "execution_count": 8,
16 "id": "00f0eb68", 16 "id": "00f0eb68",
17 "metadata": {}, 17 "metadata": {},
18 "outputs": [], 18 "outputs": [],
@@ -29,7 +29,7 @@ @@ -29,7 +29,7 @@
29 }, 29 },
30 { 30 {
31 "cell_type": "code", 31 "cell_type": "code",
32 - "execution_count": 10, 32 + "execution_count": 9,
33 "id": "cdd8c6d6", 33 "id": "cdd8c6d6",
34 "metadata": {}, 34 "metadata": {},
35 "outputs": [ 35 "outputs": [
@@ -62,7 +62,7 @@ @@ -62,7 +62,7 @@
62 }, 62 },
63 { 63 {
64 "cell_type": "code", 64 "cell_type": "code",
65 - "execution_count": 11, 65 + "execution_count": 10,
66 "id": "2b445339", 66 "id": "2b445339",
67 "metadata": {}, 67 "metadata": {},
68 "outputs": [ 68 "outputs": [
@@ -71,10 +71,10 @@ @@ -71,10 +71,10 @@
71 "output_type": "stream", 71 "output_type": "stream",
72 "text": [ 72 "text": [
73 "Event: abc\n", 73 "Event: abc\n",
74 - "\tClass: <|ab,ac> \n", 74 + "\tClass: <|ac,ab> \n",
75 "\tValue: 8\n", 75 "\tValue: 8\n",
76 "Event: a\n", 76 "Event: a\n",
77 - "\tClass: <ab,ac|> \n", 77 + "\tClass: <ac,ab|> \n",
78 "\tValue: 15\n", 78 "\tValue: 15\n",
79 "Event: b\n", 79 "Event: b\n",
80 "\tClass: <ab|> \n", 80 "\tClass: <ab|> \n",
@@ -98,7 +98,7 @@ @@ -98,7 +98,7 @@
98 }, 98 },
99 { 99 {
100 "cell_type": "code", 100 "cell_type": "code",
101 - "execution_count": 12, 101 + "execution_count": 11,
102 "id": "f1b85255", 102 "id": "f1b85255",
103 "metadata": {}, 103 "metadata": {},
104 "outputs": [ 104 "outputs": [
@@ -107,7 +107,7 @@ @@ -107,7 +107,7 @@
107 "output_type": "stream", 107 "output_type": "stream",
108 "text": [ 108 "text": [
109 "Event: \n", 109 "Event: \n",
110 - "\tClass: <A,ab,ac|> \n", 110 + "\tClass: <A,ac,ab|> \n",
111 "\tValue: 30\n", 111 "\tValue: 30\n",
112 "Event: A\n", 112 "Event: A\n",
113 "\tClass: <A|A> \n", 113 "\tClass: <A|A> \n",
@@ -115,188 +115,188 @@ @@ -115,188 +115,188 @@
115 "Event: b\n", 115 "Event: b\n",
116 "\tClass: <ab|> \n", 116 "\tClass: <ab|> \n",
117 "\tValue: 3\n", 117 "\tValue: 3\n",
  118 + "Event: a\n",
  119 + "\tClass: <ac,ab|> \n",
  120 + "\tValue: 15\n",
118 "Event: B\n", 121 "Event: B\n",
119 "\tClass: <|> \n", 122 "\tClass: <|> \n",
120 "\tValue: 0\n", 123 "\tValue: 0\n",
121 - "Event: C\n",  
122 - "\tClass: <|> \n",  
123 - "\tValue: 0\n",  
124 "Event: c\n", 124 "Event: c\n",
125 "\tClass: <ac|> \n", 125 "\tClass: <ac|> \n",
126 "\tValue: 5\n", 126 "\tValue: 5\n",
127 - "Event: a\n",  
128 - "\tClass: <ab,ac|> \n",  
129 - "\tValue: 15\n", 127 + "Event: C\n",
  128 + "\tClass: <|> \n",
  129 + "\tValue: 0\n",
130 "Event: Ab\n", 130 "Event: Ab\n",
131 "\tClass: <|A> \n", 131 "\tClass: <|A> \n",
132 "\tValue: 2\n", 132 "\tValue: 2\n",
133 - "Event: AB\n", 133 + "Event: Aa\n",
134 "\tClass: <|A> \n", 134 "\tClass: <|A> \n",
135 - "\tValue: 2\n",  
136 - "Event: AC\n", 135 + "\tValue: 0\n",
  136 + "Event: AB\n",
137 "\tClass: <|A> \n", 137 "\tClass: <|A> \n",
138 "\tValue: 2\n", 138 "\tValue: 2\n",
139 "Event: Ac\n", 139 "Event: Ac\n",
140 "\tClass: <|A> \n", 140 "\tClass: <|A> \n",
141 "\tValue: 2\n", 141 "\tValue: 2\n",
142 - "Event: Aa\n", 142 + "Event: AC\n",
143 "\tClass: <|A> \n", 143 "\tClass: <|A> \n",
144 - "\tValue: 0\n", 144 + "\tValue: 2\n",
  145 + "Event: ab\n",
  146 + "\tClass: <ab|ab> \n",
  147 + "\tValue: 3\n",
145 "Event: Bb\n", 148 "Event: Bb\n",
146 "\tClass: <|> \n", 149 "\tClass: <|> \n",
147 "\tValue: 0\n", 150 "\tValue: 0\n",
  151 + "Event: bc\n",
  152 + "\tClass: <|> \n",
  153 + "\tValue: 0\n",
148 "Event: Cb\n", 154 "Event: Cb\n",
149 "\tClass: <|> \n", 155 "\tClass: <|> \n",
150 "\tValue: 0\n", 156 "\tValue: 0\n",
151 - "Event: bc\n", 157 + "Event: Ba\n",
152 "\tClass: <|> \n", 158 "\tClass: <|> \n",
153 "\tValue: 0\n", 159 "\tValue: 0\n",
154 - "Event: ab\n",  
155 - "\tClass: <ab|ab> \n",  
156 - "\tValue: 3\n",  
157 - "Event: BC\n", 160 + "Event: ac\n",
  161 + "\tClass: <ac|ac> \n",
  162 + "\tValue: 5\n",
  163 + "Event: Ca\n",
158 "\tClass: <|> \n", 164 "\tClass: <|> \n",
159 "\tValue: 0\n", 165 "\tValue: 0\n",
160 "Event: Bc\n", 166 "Event: Bc\n",
161 "\tClass: <|> \n", 167 "\tClass: <|> \n",
162 "\tValue: 0\n", 168 "\tValue: 0\n",
163 - "Event: Ba\n", 169 + "Event: BC\n",
164 "\tClass: <|> \n", 170 "\tClass: <|> \n",
165 "\tValue: 0\n", 171 "\tValue: 0\n",
166 "Event: Cc\n", 172 "Event: Cc\n",
167 "\tClass: <|> \n", 173 "\tClass: <|> \n",
168 "\tValue: 0\n", 174 "\tValue: 0\n",
169 - "Event: Ca\n",  
170 - "\tClass: <|> \n", 175 + "Event: Aab\n",
  176 + "\tClass: <|A,ab> \n",
171 "\tValue: 0\n", 177 "\tValue: 0\n",
172 - "Event: ac\n",  
173 - "\tClass: <ac|ac> \n",  
174 - "\tValue: 5\n",  
175 "Event: ABb\n", 178 "Event: ABb\n",
176 "\tClass: <|A> \n", 179 "\tClass: <|A> \n",
177 "\tValue: 0\n", 180 "\tValue: 0\n",
178 - "Event: ACb\n",  
179 - "\tClass: <|A> \n",  
180 - "\tValue: 2\n",  
181 "Event: Abc\n", 181 "Event: Abc\n",
182 "\tClass: <|A> \n", 182 "\tClass: <|A> \n",
183 "\tValue: 2\n", 183 "\tValue: 2\n",
184 - "Event: Aab\n",  
185 - "\tClass: <|A,ab> \n",  
186 - "\tValue: 0\n",  
187 - "Event: ABC\n",  
188 - "\tClass: <|A> \n",  
189 - "\tValue: 2\n",  
190 - "Event: ABc\n", 184 + "Event: ACb\n",
191 "\tClass: <|A> \n", 185 "\tClass: <|A> \n",
192 "\tValue: 2\n", 186 "\tValue: 2\n",
193 "Event: ABa\n", 187 "Event: ABa\n",
194 "\tClass: <|A> \n", 188 "\tClass: <|A> \n",
195 "\tValue: 0\n", 189 "\tValue: 0\n",
196 - "Event: ACc\n",  
197 - "\tClass: <|A> \n",  
198 - "\tValue: 0\n",  
199 - "Event: ACa\n",  
200 - "\tClass: <|A> \n",  
201 - "\tValue: 0\n",  
202 "Event: Aac\n", 190 "Event: Aac\n",
203 "\tClass: <|A,ac> \n", 191 "\tClass: <|A,ac> \n",
204 "\tValue: 0\n", 192 "\tValue: 0\n",
205 - "Event: BCb\n",  
206 - "\tClass: <|> \n", 193 + "Event: ACa\n",
  194 + "\tClass: <|A> \n",
207 "\tValue: 0\n", 195 "\tValue: 0\n",
208 - "Event: Bbc\n",  
209 - "\tClass: <|> \n", 196 + "Event: ABc\n",
  197 + "\tClass: <|A> \n",
  198 + "\tValue: 2\n",
  199 + "Event: ABC\n",
  200 + "\tClass: <|A> \n",
  201 + "\tValue: 2\n",
  202 + "Event: ACc\n",
  203 + "\tClass: <|A> \n",
210 "\tValue: 0\n", 204 "\tValue: 0\n",
211 "Event: Bab\n", 205 "Event: Bab\n",
212 "\tClass: <|ab> \n", 206 "\tClass: <|ab> \n",
213 "\tValue: 0\n", 207 "\tValue: 0\n",
214 - "Event: Cbc\n",  
215 - "\tClass: <|> \n",  
216 - "\tValue: 0\n", 208 + "Event: abc\n",
  209 + "\tClass: <|ac,ab> \n",
  210 + "\tValue: 8\n",
217 "Event: Cab\n", 211 "Event: Cab\n",
218 "\tClass: <|ab> \n", 212 "\tClass: <|ab> \n",
219 "\tValue: 3\n", 213 "\tValue: 3\n",
220 - "Event: abc\n",  
221 - "\tClass: <|ab,ac> \n",  
222 - "\tValue: 8\n",  
223 - "Event: BCc\n", 214 + "Event: Bbc\n",
224 "\tClass: <|> \n", 215 "\tClass: <|> \n",
225 "\tValue: 0\n", 216 "\tValue: 0\n",
226 - "Event: BCa\n", 217 + "Event: BCb\n",
  218 + "\tClass: <|> \n",
  219 + "\tValue: 0\n",
  220 + "Event: Cbc\n",
227 "\tClass: <|> \n", 221 "\tClass: <|> \n",
228 "\tValue: 0\n", 222 "\tValue: 0\n",
229 "Event: Bac\n", 223 "Event: Bac\n",
230 "\tClass: <|ac> \n", 224 "\tClass: <|ac> \n",
231 "\tValue: 5\n", 225 "\tValue: 5\n",
  226 + "Event: BCa\n",
  227 + "\tClass: <|> \n",
  228 + "\tValue: 0\n",
232 "Event: Cac\n", 229 "Event: Cac\n",
233 "\tClass: <|ac> \n", 230 "\tClass: <|ac> \n",
234 "\tValue: 0\n", 231 "\tValue: 0\n",
235 - "Event: ABCb\n",  
236 - "\tClass: <|A> \n",  
237 - "\tValue: 0\n",  
238 - "Event: ABbc\n",  
239 - "\tClass: <|A> \n", 232 + "Event: BCc\n",
  233 + "\tClass: <|> \n",
240 "\tValue: 0\n", 234 "\tValue: 0\n",
241 "Event: ABab\n", 235 "Event: ABab\n",
242 "\tClass: <|A,ab> \n", 236 "\tClass: <|A,ab> \n",
243 "\tValue: 0\n", 237 "\tValue: 0\n",
244 - "Event: ACbc\n",  
245 - "\tClass: <|A> \n", 238 + "Event: Aabc\n",
  239 + "\tClass: <|A,ac,ab> \n",
246 "\tValue: 0\n", 240 "\tValue: 0\n",
247 "Event: ACab\n", 241 "Event: ACab\n",
248 "\tClass: <|A,ab> \n", 242 "\tClass: <|A,ab> \n",
249 "\tValue: 0\n", 243 "\tValue: 0\n",
250 - "Event: Aabc\n",  
251 - "\tClass: <|A,ab,ac> \n", 244 + "Event: ABbc\n",
  245 + "\tClass: <|A> \n",
252 "\tValue: 0\n", 246 "\tValue: 0\n",
253 - "Event: ABCc\n", 247 + "Event: ABCb\n",
254 "\tClass: <|A> \n", 248 "\tClass: <|A> \n",
255 "\tValue: 0\n", 249 "\tValue: 0\n",
256 - "Event: ABCa\n", 250 + "Event: ACbc\n",
257 "\tClass: <|A> \n", 251 "\tClass: <|A> \n",
258 "\tValue: 0\n", 252 "\tValue: 0\n",
259 "Event: ABac\n", 253 "Event: ABac\n",
260 "\tClass: <|A,ac> \n", 254 "\tClass: <|A,ac> \n",
261 "\tValue: 0\n", 255 "\tValue: 0\n",
  256 + "Event: ABCa\n",
  257 + "\tClass: <|A> \n",
  258 + "\tValue: 0\n",
262 "Event: ACac\n", 259 "Event: ACac\n",
263 "\tClass: <|A,ac> \n", 260 "\tClass: <|A,ac> \n",
264 "\tValue: 0\n", 261 "\tValue: 0\n",
265 - "Event: BCbc\n",  
266 - "\tClass: <|> \n", 262 + "Event: ABCc\n",
  263 + "\tClass: <|A> \n",
  264 + "\tValue: 0\n",
  265 + "Event: Babc\n",
  266 + "\tClass: <|ac,ab> \n",
267 "\tValue: 0\n", 267 "\tValue: 0\n",
268 "Event: BCab\n", 268 "Event: BCab\n",
269 "\tClass: <|ab> \n", 269 "\tClass: <|ab> \n",
270 "\tValue: 0\n", 270 "\tValue: 0\n",
271 - "Event: Babc\n",  
272 - "\tClass: <|ab,ac> \n",  
273 - "\tValue: 0\n",  
274 "Event: Cabc\n", 271 "Event: Cabc\n",
275 - "\tClass: <|ab,ac> \n", 272 + "\tClass: <|ac,ab> \n",
  273 + "\tValue: 0\n",
  274 + "Event: BCbc\n",
  275 + "\tClass: <|> \n",
276 "\tValue: 0\n", 276 "\tValue: 0\n",
277 "Event: BCac\n", 277 "Event: BCac\n",
278 "\tClass: <|ac> \n", 278 "\tClass: <|ac> \n",
279 "\tValue: 0\n", 279 "\tValue: 0\n",
280 - "Event: ABCbc\n",  
281 - "\tClass: <|A> \n", 280 + "Event: ABabc\n",
  281 + "\tClass: <|A,ac,ab> \n",
282 "\tValue: 0\n", 282 "\tValue: 0\n",
283 "Event: ABCab\n", 283 "Event: ABCab\n",
284 "\tClass: <|A,ab> \n", 284 "\tClass: <|A,ab> \n",
285 "\tValue: 0\n", 285 "\tValue: 0\n",
286 - "Event: ABabc\n",  
287 - "\tClass: <|A,ab,ac> \n",  
288 - "\tValue: 0\n",  
289 "Event: ACabc\n", 286 "Event: ACabc\n",
290 - "\tClass: <|A,ab,ac> \n", 287 + "\tClass: <|A,ac,ab> \n",
  288 + "\tValue: 0\n",
  289 + "Event: ABCbc\n",
  290 + "\tClass: <|A> \n",
291 "\tValue: 0\n", 291 "\tValue: 0\n",
292 "Event: ABCac\n", 292 "Event: ABCac\n",
293 "\tClass: <|A,ac> \n", 293 "\tClass: <|A,ac> \n",
294 "\tValue: 0\n", 294 "\tValue: 0\n",
295 "Event: BCabc\n", 295 "Event: BCabc\n",
296 - "\tClass: <|ab,ac> \n", 296 + "\tClass: <|ac,ab> \n",
297 "\tValue: 0\n", 297 "\tValue: 0\n",
298 "Event: ABCabc\n", 298 "Event: ABCabc\n",
299 - "\tClass: <|A,ab,ac> \n", 299 + "\tClass: <|A,ac,ab> \n",
300 "\tValue: 0\n" 300 "\tValue: 0\n"
301 ] 301 ]
302 } 302 }
@@ -305,10 +305,11 @@ @@ -305,10 +305,11 @@
305 "from itertools import *\n", 305 "from itertools import *\n",
306 "\n", 306 "\n",
307 "lits = lattice.literals()\n", 307 "lits = lattice.literals()\n",
  308 + "events = []\n",
308 "for len_lit in range(len(lits)+1):\n", 309 "for len_lit in range(len(lits)+1):\n",
309 - " events = list(\"\".join(c) for c in combinations(lits, len_lit))\n",  
310 - " for event in events:\n",  
311 - " zoom_event(event, lattice)" 310 + " events = events + list(\"\".join(c) for c in combinations(lits, len_lit))\n",
  311 + "for event in events:\n",
  312 + " zoom_event(event, lattice)"
312 ] 313 ]
313 }, 314 },
314 { 315 {
@@ -322,7 +323,7 @@ @@ -322,7 +323,7 @@
322 ], 323 ],
323 "metadata": { 324 "metadata": {
324 "kernelspec": { 325 "kernelspec": {
325 - "display_name": "Python 3.9.13 ('base')", 326 + "display_name": "Python 3 (ipykernel)",
326 "language": "python", 327 "language": "python",
327 "name": "python3" 328 "name": "python3"
328 }, 329 },
@@ -336,7 +337,7 @@ @@ -336,7 +337,7 @@
336 "name": "python", 337 "name": "python",
337 "nbconvert_exporter": "python", 338 "nbconvert_exporter": "python",
338 "pygments_lexer": "ipython3", 339 "pygments_lexer": "ipython3",
339 - "version": "3.9.13" 340 + "version": "3.9.15"
340 }, 341 },
341 "vscode": { 342 "vscode": {
342 "interpreter": { 343 "interpreter": {
code/python/event_lattice.py
  Diff comments   View file @17eba54
@@ -110,7 +110,6 @@ class Event: @@ -110,7 +110,6 @@ class Event:
110 110
111 class Lattice: 111 class Lattice:
112 112
113 -  
114 @staticmethod 113 @staticmethod
115 def parse(d): 114 def parse(d):
116 result = dict() 115 result = dict()
1 ## Zugzwang Meetings 1 ## Zugzwang Meetings
2 2
  3 +
3 ### 2022-12-12 4 ### 2022-12-12
4 5
5 - Is the project proposal ok? How long/detailed should it be? 6 - Is the project proposal ok? How long/detailed should it be?
6 - Initial exploratory code `event_lattice.py` and `EventLattice.ipynb` done. 7 - Initial exploratory code `event_lattice.py` and `EventLattice.ipynb` done.
7 -- Start writing paper: Introduction, state of the art, motivation, _etc._ 8 +- Start writing paper: Introduction, state of the art, motivation, key problems, _etc._
  9 + - Target Conferences
  10 + - KR;
  11 + - [ICLP](https://waset.org/language-planning-conference-in-april-2023-in-lisbon);
  12 + - [ECAI](https://ecai2023.eu/)
8 - Next task for prototype: 13 - Next task for prototype:
9 - Get stable models from potassco/s(casp) 14 - Get stable models from potassco/s(casp)
10 - other? 15 - other?