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# import dependencies | |
import matplotlib.pyplot as plt | |
from anastruct.basic import converge | |
from anastruct.material.profile import HEA, IPE | |
from anastruct.fem.system import SystemElements, Vertex | |
from anastruct.material.units import to_kNm2, to_kN | |
# constants | |
E = 2.1e5 # Construction steels Young's modulus | |
b = 5 # c.t.c distance portals |
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import navigator from './components/navigator.vue' | |
let vm = new Vue({ | |
el: "#app", | |
components: { | |
navigator | |
}, | |
data: { | |
activePage: 'link-page1', | |
}, |
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<navigator :navs="[ | |
{name: 'page 1', id: 'link-page1'}, | |
{name: 'page 2', id: 'link-page2'}, | |
{name: 'page 3', id: 'link-page3'}, | |
]" active="link-page1"> | |
</navigator> | |
<div v-show="activePage === 'link-page1'"> | |
<p>Some content</p> | |
</div> |
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""" | |
How to do minibatches for RNNs in pytorch | |
Assume we feed characters to the model and predict the language of the words. | |
""" | |
def prepare_batch(x, y): | |
# determine the maximum word length per batch and zero pad the tensors | |
n_max = max([a.shape[0] for a in x]) |
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git filter-branch --force --index-filter \ | |
"git rm --cached --ignore-unmatch PATH-TO-YOUR-FILE-WITH-SENSITIVE-DATA" \ | |
--prune-empty --tag-name-filter cat -- --all |
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nodename,batch,timestamp,task,data,in_rows,question,out_rows,out_cols,solution,version,git,fun,run,time_sec,mem_gb,cache,chk,chk_time_sec,comment,on_disk | |
instance-2,,1610130993.9517767,groupby,G1_1e7_1e2_0_0,10000000,sum v1 by id1,100,2,polars,0.4.0,unknown,.groupby,1,0.296,0.855,TRUE,30001016,0.0,,FALSE | |
instance-2,,1610130994.2619028,groupby,G1_1e7_1e2_0_0,10000000,sum v1 by id1,100,2,polars,0.4.0,unknown,.groupby,2,0.287,0.847,TRUE,30001016,0.0,,FALSE | |
instance-2,,1610130994.8431137,groupby,G1_1e7_1e2_0_0,10000000,sum v1 by id1:id2,10000,3,polars,0.4.0,unknown,.groupby,1,0.575,0.92,TRUE,30001016,0.0,,FALSE | |
instance-2,,1610130995.4009216,groupby,G1_1e7_1e2_0_0,10000000,sum v1 by id1:id2,10000,3,polars,0.4.0,unknown,.groupby,2,0.552,0.924,TRUE,30001016,0.0,,FALSE | |
instance-2,,1610130995.930853,groupby,G1_1e7_1e2_0_0,10000000,sum v1 mean v3 by id3,100000,3,polars,0.4.0,unknown,.groupby,1,0.522,0.832,TRUE,[30001016. 5001212.36305564],0.001,,FALSE | |
instance-2,,1610130996.471266,groupby,G1_1e7_1e2_0_0,10000 |
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# $ pip install requests | |
import requests | |
username = "my-username" | |
password = "my-little-secret" | |
r = requests.post( | |
"https://crux-nuclei.com/login", | |
json={"username": username, "password": password}, | |
) | |
ACCESS_TOKEN = r.json()["access_token"] |
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# | Name | Type 1 | Type 2 | Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | Generation | Legendary | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Bulbasaur | Grass | Poison | 318 | 45 | 49 | 49 | 65 | 65 | 45 | 1 | False | |
2 | Ivysaur | Grass | Poison | 405 | 60 | 62 | 63 | 80 | 80 | 60 | 1 | False | |
3 | Venusaur | Grass | Poison | 525 | 80 | 82 | 83 | 100 | 100 | 80 | 1 | False | |
3 | VenusaurMega Venusaur | Grass | Poison | 625 | 80 | 100 | 123 | 122 | 120 | 80 | 1 | False | |
4 | Charmander | Fire | 309 | 39 | 52 | 43 | 60 | 50 | 65 | 1 | False | ||
5 | Charmeleon | Fire | 405 | 58 | 64 | 58 | 80 | 65 | 80 | 1 | False | ||
6 | Charizard | Fire | Flying | 534 | 78 | 84 | 78 | 109 | 85 | 100 | 1 | False | |
6 | CharizardMega Charizard X | Fire | Dragon | 634 | 78 | 130 | 111 | 130 | 85 | 100 | 1 | False | |
6 | CharizardMega Charizard Y | Fire | Flying | 634 | 78 | 104 | 78 | 159 | 115 | 100 | 1 | False |
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size = 10 ** 2 | |
df = pl.DataFrame({ | |
"groupid": [floor(i*0.1)for i in range(size)], | |
"vectors": [[i,i+1,i-1] for i in range(size)], | |
"numbers": [i for i in range(size)] | |
}) | |
print(df) |
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