pipeline

Pipeline doesn't work with Label Encoder

偶尔善良 提交于 2020-01-15 09:23:07
问题 I do as below import pandas as pd from sklearn import preprocessing import sklearn from sklearn.pipeline import Pipeline df = pd.DataFrame({'c':['a', 'b', 'c']*4, 'd': ['m', 'f']*6}) encoding_pipeline =Pipeline([ ('LabelEncoder', preprocessing.LabelEncoder()) ]) encoding_pipeline.fit_transform(df) and full Traceback TypeError Traceback (most recent call last) <ipython-input-7-0882633ccf59> in <module>() ----> 1 encoding_pipeline.fit_transform(df) C:\Program Files\Anaconda3\lib\site-packages

Why does PowerShell flatten arrays automatically?

情到浓时终转凉″ 提交于 2020-01-14 10:39:25
问题 I've written some pwsh code "a:b;c:d;e:f".Split(";") | ForEach-Object { $_.Split(":") } # => @(a, b, c, d, e, f) but I want this // in javascript "a:b;c:d;e:f".split(";").map(str => str.split(":")) [ [ 'a', 'b' ], [ 'c', 'd' ], [ 'e', 'f' ] ] a nested array @( @(a, b), @(c, d), @(e, f), ) Why? and what should I do 回答1: Use the unary form of , , PowerShell's array-construction operator: "a:b;c:d;e:f".Split(";") | ForEach-Object { , $_.Split(":") } That way, the array returned by $_.Split(":")

How to pipe the output of a command to a file without powershell changing the encoding?

谁说我不能喝 提交于 2020-01-11 10:11:41
问题 I want to pipe the output of a command to a file: PS C:\Temp> create-png > binary.png I noticed that Powershell changes the encoding and that I can manually give an encoding: PS C:\Temp> create-png | Out-File "binary.png" -Encoding OEM However there is no RAW encoding option, even the OEM option changes newline bytes ( 0xA resp 0xD ) to the windows newline byte sequence ( 0xD 0xA ) thereby ruining any binary format. How can I prevent Powershell from changing the encoding when piping to a file

How to pipe the output of a command to a file without powershell changing the encoding?

天涯浪子 提交于 2020-01-11 10:09:06
问题 I want to pipe the output of a command to a file: PS C:\Temp> create-png > binary.png I noticed that Powershell changes the encoding and that I can manually give an encoding: PS C:\Temp> create-png | Out-File "binary.png" -Encoding OEM However there is no RAW encoding option, even the OEM option changes newline bytes ( 0xA resp 0xD ) to the windows newline byte sequence ( 0xD 0xA ) thereby ruining any binary format. How can I prevent Powershell from changing the encoding when piping to a file

Conditionally apply pipeline step depending on external value

前提是你 提交于 2020-01-10 14:45:31
问题 Given the dplyr workflow: require(dplyr) mtcars %>% tibble::rownames_to_column(var = "model") %>% filter(grepl(x = model, pattern = "Merc")) %>% group_by(am) %>% summarise(meanMPG = mean(mpg)) I'm interested in conditionally applying filter depending on the value of applyFilter . Solution For applyFilter <- 1 the rows are filtered with use of the "Merc" string, without the filter all rows are returned. applyFilter <- 1 mtcars %>% tibble::rownames_to_column(var = "model") %>% filter(model %in%

How to insert Keras model into scikit-learn pipeline?

断了今生、忘了曾经 提交于 2020-01-10 08:41:53
问题 I'm using a Scikit-Learn custom pipeline ( sklearn.pipeline.Pipeline ) in conjunction with RandomizedSearchCV for hyper-parameter optimization. This works great. Now I would like to insert a Keras model as a first step into the pipeline. Parameters of the model should be optimized. The computed (fitted) Keras model should then be used later on in the pipeline by other steps, so I think I have to store the model as a global variable so that the other pipeline steps can use it. Is this right? I

Scrapy: MySQL Pipeline — Unexpected Errors Encountered

做~自己de王妃 提交于 2020-01-06 14:44:13
问题 I'm getting a number of errors, depending upon what is being inserted/updated. Here is the code for processing the item: def process_item(self, item, spider): try: if 'producer' in item: self.cursor.execute("""INSERT INTO Producers (title, producer) VALUES (%s, %s)""", (item['title'], item['producer'])) elif 'actor' in item: self.cursor.execute("""INSERT INTO Actors (title, actor) VALUES (%s, %s)""", (item['title'], item['actor'])) elif 'director' in item: self.cursor.execute("""INSERT INTO

How to change edge connection points between nodes VisJs

自闭症网瘾萝莉.ら 提交于 2020-01-06 06:41:15
问题 I'm trying to code a visualization pipeline in VisJs. So I have a graph and some nodes. The nodes can generate/use a few different data types. So I need something like this ------------------ | Node1 | ------------------ int char | | | | | | | | int string char ------------------ | Node2 | ------------------ So one node has more than 1 anchor points that only connect to it's own type. Can I change the location from where the edges are drawn to where they are connected in the node? Does anyone

How to deploy code build to a EC2 instance from GitLab Pipeline

浪子不回头ぞ 提交于 2020-01-06 04:50:13
问题 I have been working on a React web app and I need to deploy it now. I have the codebase in GitLab and I'm using Gitlab pipeline to run the tests and create build and deploy. For deployment I need to deploy it to a EC2 instance. My pipeline runs well until creating the build. Now the problem is how to push that created build to the EC2 instance. Can someone help me in here. I tried in the following way. Gitlab CI deploy AWS EC2 It showed me connection time out message instead of connecting to

MIPS pipeline stalls with and without forwarding

ε祈祈猫儿з 提交于 2020-01-06 04:06:09
问题 In the following sequence of MIPS instructions (entire program not shown): DADDUI R1, R1, #-8 BNE R1, R2, Loop I want to confirm the number of stalls required between the two instructions (in context of 5 stage MIPS pipeline - IF, ID/Reg, EX, MEM, WB) with and without forwarding. My understanding: (a) If there is no forwarding: In this case, 2 stalls are required (in cycle 5, R1 can be read in the ID stage for second instruction using split phase access for registers) (b) If there is