ilo | ICML 2021 ] Official implementation | Machine Learning library

 by   giannisdaras Python Version: Current License: No License

kandi X-RAY | ilo Summary

kandi X-RAY | ilo Summary

ilo is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Generative adversarial networks applications. ilo has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.

[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
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            kandi-support Support

              ilo has a low active ecosystem.
              It has 82 star(s) with 8 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 2 have been closed. On average issues are closed in 58 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of ilo is current.

            kandi-Quality Quality

              ilo has 0 bugs and 0 code smells.

            kandi-Security Security

              ilo has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              ilo code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              ilo does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              ilo releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed ilo and discovered the below as its top functions. This is intended to give you an instant insight into ilo implemented functionality, and help decide if they suit your requirements.
            • Perform forward computation
            • Store the result of the future
            • Run the given message in the queue
            • Return the result
            • Fill the state_dict
            • Convert a modconv
            • Convert a dense layer from source to dense tensors
            • Convert from Torgb
            • Invert the graph
            • Convert an image tensor to a lab tensor
            • Make an image from a tensor
            • Forward the network
            • Generate sample images
            • Perform a forward computation
            • Make noise
            • Get the result from the queue
            • Calculate the mean latent latent
            • Convert a given tensorlab lab to RGB
            • Forward computation
            • Fill the discriminator fill
            • Collect video frames
            • This function calculates the mean standard deviation from a list
            • Monkey patch the replication callbacks
            • Perform the forward computation
            • Regularize noise
            • Load pretrained weights
            Get all kandi verified functions for this library.

            ilo Key Features

            No Key Features are available at this moment for ilo.

            ilo Examples and Code Snippets

            No Code Snippets are available at this moment for ilo.

            Community Discussions

            QUESTION

            Plotting 3 different scatter values in a single graph using method= 'gam' [ggplot2]
            Asked 2022-Mar-07 at 17:43

            I am plotting the relationship between employment share of industry and log GDP per Capita for 3 years- 1991, 2001, and 2011.

            I am trying to use method='gam'to get three different curves. However, my code is giving me a single curve. My code:

            ...

            ANSWER

            Answered 2022-Mar-07 at 17:43

            Your sample is too small to fit a gam to, so using some alternative fake data:

            Source https://stackoverflow.com/questions/71384068

            QUESTION

            JSON formatting for API requests, lines only needed if value is given in Python
            Asked 2022-Mar-03 at 21:23

            I am working on a program that pushes API requests using command parameters from Python. My variables are held as follows:

            ...

            ANSWER

            Answered 2022-Mar-03 at 21:23

            Leave those fields out initially, then add them in an if statement if needed.

            Source https://stackoverflow.com/questions/71343775

            QUESTION

            Nested Variables in Jinja2/Ansible
            Asked 2022-Feb-24 at 18:28

            I am struggling to understand how to use nested variables in Jinja2/Ansible

            I have the following Variables in a yaml file

            ...

            ANSWER

            Answered 2022-Feb-24 at 18:28

            The following will loop other all vlans for the switch key equal to current inventory_hostname filtering out all vlans which do no contain 1 in the lags list:

            Source https://stackoverflow.com/questions/71252128

            QUESTION

            Is Linear Binary Search an over optimization of standard Binary Search
            Asked 2022-Feb-14 at 13:17

            In understanding that Binary Search only works if the List you are searching is sorted, the assumption is that you maintain a sorted list if you are going to Search many times in an application. Searching linearly, 0(n), will always be faster than sorting and then searching, 0(nlog(n)) + log(n).

            However, in my research I found that, for small datasets, a linear search, 0(n) is faster than a logarithmic search 0(log(n)). It's recommended in a book I am reading that when searching a dataset with less than 20 items a linear search performs better than a binary search due to overhead in the binary implementation. (Programming and Problem Solving with C++ 6th Edition)

            A noticeable optimization to Merge Sort and Quick Sort implements a cutoff value which switches to Insertion sort when the list size becomes small enough... 15 or so items.

            Could something similar be done to Binary Search... Is there a noticeable difference in performance if you were to implement a cutoff to a linear search when the size of the list becomes small enough... 20 or so items...

            Binary Search Implementation:

            ...

            ANSWER

            Answered 2022-Feb-14 at 13:17

            The goal of Linear Binary Search is not to return the middle index where the value is stored, which is what Binary Search does. The goal is to position the hi and lo indices until they meet the cutoff range where it will finish the searching task Linearly. Understanding that in cases of small data sets, a linear search is faster than a binary search.

            The question naturally becomes how small does a data set have to be for linear search to outperform binary search in a sorted list.

            Given a list of 15 sorted values - We have a list of 10 million keys - we need to see if each key is in the list of values...

            Compare the algorithms:

            Linear Binary Search with Cutoff at 4

            Source https://stackoverflow.com/questions/71095789

            QUESTION

            How to get the data sorted based on column values before comma
            Asked 2022-Jan-24 at 19:33

            In an unsorted large CSV file, How could i sort the Resource Name column so i can get all the same name results aligned sequentially lined up One after another like grep in my example below.

            In the Resource Name column we need select the data before comma , in order to get it required result.

            My trial code:

            ...

            ANSWER

            Answered 2022-Jan-24 at 19:27

            You can create two columns out of the 'Resource Name' using the extract() method with an regular expression and sort your values afterwards.

            Source https://stackoverflow.com/questions/70839022

            QUESTION

            Haskell: Can I read integers directly into an array?
            Asked 2021-Dec-05 at 11:40

            In this programming problem, the input is an n×m integer matrix. Typically, n≈ 105 and m ≈ 10. The official solution (1606D, Tutorial) is quite imperative: it involves some matrix manipulation, precomputation and aggregation. For fun, I took it as an STUArray implementation exercise.

            Issue

            I have managed to implement it using STUArray, but still the program takes way more memory than permitted (256MB). Even when run locally, the maximum resident set size is >400 MB. On profiling, reading from stdin seems to be dominating the memory footprint:

            Functions readv and readv.readInt, responsible for parsing integers and saving them into a 2D list, are taking around 50-70 MB, as opposed to around 16 MB = (106 integers) × (8 bytes per integer + 8 bytes per link).

            Is there a hope I can get the total memory below 256 MB? I'm already using Text package for input. Maybe I should avoid lists altogether and directly read integers from stdin to the array. How can we do that? Or, is the issue elsewhere?

            Code ...

            ANSWER

            Answered 2021-Dec-05 at 11:40

            Contrary to common belief Haskell is quite friendly with respect to problems like that. The real issue is that the array library that comes with GHC is total garbage. Another big problem is that everyone is taught in Haskell to use lists where arrays should be used instead, which is usually one of the major sources of slow code and memory bloated programs. So, it is not surprising that GC takes a long time, it is because there is way too much stuff being allocation. Here is a run on the supplied input for the solution provided below:

            Source https://stackoverflow.com/questions/70143678

            QUESTION

            how to use variable out of invoke-command in powershell?
            Asked 2021-Nov-02 at 06:51

            I have below Invoke-command code, the script using hponcfg.exe file on remote server to get ILO configuration. few servers having issue with power capping and error returned by hponcfg.exe as "Message = 0x0089 Power capping information is not available at this time, try again later."

            My question is: I want to capture this error if generated by hponcfg inside invoke-command scriptblock and use it out of scriptblock.

            ...

            ANSWER

            Answered 2021-Nov-02 at 06:51

            You can use try-catch-finally method to get your error messages. Hi I have modified your script invoke-command part only. Please test and use it. This script is not tested.

            Source https://stackoverflow.com/questions/69805514

            QUESTION

            Split string in powershell with space
            Asked 2021-Oct-29 at 19:50

            I have a string as "Device: ILO 5 Firmware Version : 2:33 Firmware date : 10-10-2020" I want to split this string as below in an array

            ...

            ANSWER

            Answered 2021-Oct-27 at 13:42

            You could use a regular expression to match and extract the values:

            Source https://stackoverflow.com/questions/69739655

            QUESTION

            How to Write a Cleaner and performant code with Pandas while reading CSV
            Asked 2021-Jun-10 at 15:51

            I am working on a CSV data Sheet and want to parse and filter the data out it, While working on a code I found a similar code someone has asked on SO POST there and the author having almost the same H/W data as I see that related to HPE H/W where I have some data and columns are different.

            Sample Data: ...

            ANSWER

            Answered 2021-Jun-07 at 08:59

            I hope I got this correctly.

            Source https://stackoverflow.com/questions/67866824

            QUESTION

            Serach List names in a dataframe column pandas
            Asked 2021-Feb-16 at 18:02

            I am trying to match my list of server with the pandas dataframe in the column Server Name if the name in the list matches in the Server Name then print the entire row.

            there are chances names is the my_List do not match entirely like one of the server name in my_List is tick1001.example.us.com while in Server Name.

            This this my kind of list

            ...

            ANSWER

            Answered 2021-Feb-16 at 18:02

            Try below:

            Use read().splitlines() as every line comes with its end of line characters (\n\r) as in your example; this way the characters are removed.

            Source https://stackoverflow.com/questions/66229441

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install ilo

            First install the python dependencies by running pip install -r requirements.txt.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/giannisdaras/ilo.git

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            gh repo clone giannisdaras/ilo

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            git@github.com:giannisdaras/ilo.git

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