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date,transactions | |
2009-01-03,1 | |
2009-01-04,0 | |
2009-01-05,0 | |
2009-01-06,0 | |
2009-01-07,0 | |
2009-01-08,0 | |
2009-01-09,14 | |
2009-01-10,31 | |
2009-01-11,106 |
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date,transactions,symbol | |
01/03/2009,1,SPY | |
01/04/2009,0,SPY | |
01/05/2009,0,SPY | |
01/06/2009,0,SPY | |
01/07/2009,0,SPY | |
01/08/2009,0,SPY | |
01/09/2009,14,SPY | |
01/10/2009,31,SPY | |
01/11/2009,106,SPY |
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date | symbol | transactions | |
---|---|---|---|
1/3/2009 | SPY | 1 | |
1/4/2009 | SPY | 0 | |
1/5/2009 | SPY | 0 | |
1/6/2009 | SPY | 0 | |
1/7/2009 | SPY | 0 | |
1/8/2009 | SPY | 0 | |
1/9/2009 | SPY | 14 | |
1/10/2009 | SPY | 31 | |
1/11/2009 | SPY | 106 |
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library(infotheo) | |
v.measure <- function(a, b) { | |
mi <- mutinformation(a, b) | |
entropy.a <- entropy(a) | |
entropy.b <- entropy(b) | |
if (entropy.a == 0.0) { | |
homogeneity <- 1.0 | |
} else { | |
homogeneity <- mi / entropy.a |
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""" | |
Neat wrapper around a autoincrementing defaultdict. Most useful for assigning | |
unique numbers to unseen examples while clustering, but probably has other uses | |
as well. | |
Example usage | |
In [1]: cc = ClusterCounter() | |
In [2]: cc['setosa'] |
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-0.077709 0.149783 0.256109 0.224514 0.093126 0.261685 -0.007795 -0.047023 0.084129 0.337066 0.172014 -0.063369 -0.015219 0.053277 -0.055675 -0.139981 0.129056 0.273224 0.228618 -0.174408 -0.213103 -0.034061 0.162580 0.266921 0.212209 -0.020353 0.066753 0.087186 0.046093 0.158467 -0.238940 0.246970 0.071708 0.044725 -0.094469 -0.028163 -0.306692 0.150777 0.083379 -0.000724 0.175186 -0.338446 -0.206074 -0.014390 0.122420 -0.125712 -0.144950 0.097734 0.323000 -0.282750 0.213719 0.032570 0.146699 0.172559 0.124033 -0.272105 0.316080 -0.003835 -0.088711 -0.419845 0.247369 0.133099 0.153687 0.092116 -0.242148 0.435301 0.154582 -0.127496 0.050410 -0.008653 0.120244 -0.242726 0.321186 -0.489628 0.434109 0.071279 -0.058971 -0.040261 0.045671 0.017411 -0.265096 -0.284714 0.092979 0.170229 0.016413 0.011602 0.173791 0.222625 0.174836 0.156307 0.132448 -0.294564 0.252246 -0.189660 -0.197140 -0.135401 -0.039114 0.100365 -0.231006 0.295340 -0.062513 0.205744 0.265017 0.055648 -0.075210 -0.068220 -0.073566 0.149855 -0.1483 |
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explanation | is_heldout | |
---|---|---|
from [email protected] | False | |
from [email protected] | False | |
from [email protected] | False | |
from [email protected] | False | |
from [email protected] | False | |
! is used | False | |
coffee is used | False | |
festival is used | False | |
meet up is used | False |
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0.164774 0.187791 -0.131299 0.993267 -0.416966 0.033960 0.419105 0.187504 0.066782 0.665488 0.025184 -0.008034 0.029332 0.176970 -0.044142 -0.093475 0.225013 0.575576 -0.227436 -0.411197 0.297845 0.181617 0.039377 0.121431 -0.367486 -0.116069 0.482964 -0.026578 0.032461 -0.089207 0.128192 0.234638 -0.206866 0.069460 -0.119355 0.221972 -0.019061 -0.020051 0.304974 0.074571 0.125557 0.456757 0.013005 0.045541 -0.372146 0.163087 -0.289012 0.156688 -0.086266 -0.313922 -0.101044 0.371096 -0.190387 -0.142513 -0.281456 0.054664 0.212146 0.493715 0.309555 -0.026499 0.338488 0.335129 0.046711 -0.026531 0.786381 0.440620 -0.274265 -0.275056 0.271499 -0.086399 -0.285385 0.247016 -0.273882 0.186570 -0.095521 -0.728028 0.494695 -0.161679 0.083163 -0.214479 0.685633 0.074415 0.553963 -0.202995 0.256899 -0.271948 0.211317 -0.578751 -0.221827 -0.428904 0.034738 -0.203083 0.093217 0.094973 -0.320172 -0.081616 0.074687 -0.460855 -0.165996 0.440688 0.060450 -0.104874 -0.039443 -0.281879 -0.125332 -0.285776 0.259326 0.633879 0.5 |
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{ | |
"embeddings": [ | |
{ | |
"tensorName": "explanations_trained", | |
"tensorShape": [182, 300], | |
"tensorPath": "https://gist.githubusercontent.com/jayelm/17a3408ebd8476c074038ff45f417866/raw/60850b33f29215f8c60d3f756a7fe72847312288/explanations.CONTACT.1.embs.tsv", | |
"metadataPath": "https://gist.githubusercontent.com/jayelm/e1090d69997657bc50a80c9e8b62faad/raw/402da61f7506534b2c6098f26b6e0bd4c8e92621/explanations.tsv" | |
}, | |
{ | |
"tensorName": "explanations_untrained", |
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