synergy | Python library for calculting synergy | Machine Learning library

 by   djwooten Python Version: 0.5.1 License: GPL-3.0

kandi X-RAY | synergy Summary

kandi X-RAY | synergy Summary

synergy is a Python library typically used in Manufacturing, Utilities, Machinery, Process, Artificial Intelligence, Machine Learning applications. synergy has no bugs, it has build file available, it has a Strong Copyleft License and it has low support. However synergy has 1 vulnerabilities. You can install using 'pip install synergy' or download it from GitHub, PyPI.

A python package to calculate, analyze, and visualize drug combination synergy and antagonism. Currently supports multiple models of synergy, including MuSyC, Bliss, Loewe, Combination Index, ZIP, Zimmer, BRAID, Schindler, and HSA.
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              synergy has a low active ecosystem.
              It has 21 star(s) with 7 fork(s). There are 9 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 7 open issues and 6 have been closed. On average issues are closed in 1 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of synergy is 0.5.1

            kandi-Quality Quality

              synergy has no bugs reported.

            kandi-Security Security

              synergy has 1 vulnerability issues reported (0 critical, 0 high, 1 medium, 0 low).

            kandi-License License

              synergy is licensed under the GPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

              synergy releases are not available. You will need to build from source code and install.
              Deployable package is available in PyPI.
              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 synergy and discovered the below as its top functions. This is intended to give you an instant insight into synergy implemented functionality, and help decide if they suit your requirements.
            • Returns a dictionary of the parameters used to determine the parameters
            • Calculates the beta of a given state
            • Convert a string to an index
            • Checks if parameters are parameterized
            • Analyze a model
            • Estimate a single drug based on empirical charges
            • Plot a residual heatmap
            • Calculate the posterior distribution
            • Computes the score of the model
            • Perform bootstrap resampling
            • Fit the Gaussian model
            • Calculates the delta score for a single drug
            • Return a summary of the kappa statistic
            • Returns a dictionary of parameters
            • Plots the isotopeurfaces between two molecules
            • Remove all zeros in a d
            • Return a summary of the parameters
            • Returns a dictionary of parameters that can be used to calculate the parameters
            • Function to create the musyc
            • Estimate the Smindler
            • Calculate the synergy score for a single drug
            • Estimate the sensitivity of a polynomial
            • Calculate the score of the model
            • Plot the residual heatmap
            • Estimate the objective function
            • Fit the estimator
            • Fit the Gaussian distribution
            • Compute the marginal marginal linear regression
            • Performs a single fitting algorithm
            • Returns a dictionary of parameterized parameters
            • Evaluate the inverse of E
            Get all kandi verified functions for this library.

            synergy Key Features

            No Key Features are available at this moment for synergy.

            synergy Examples and Code Snippets

            No Code Snippets are available at this moment for synergy.

            Community Discussions

            QUESTION

            Pandas create the new columns based on the distinct column vlaues
            Asked 2021-Jun-04 at 09:41

            I have a dataframe where i have three columns:

            • Modules
            • FW_Version
            • Óv_Name

            Where Column module has three distinct values and each values have its FW_Versionand ÒV_name`

            I am looking forward to create a new column for these three distinct values and print the FW_Version below that but but should be aligned against ÒV_name` as shown in expected output.

            DataFrame: ...

            ANSWER

            Answered 2021-Jun-04 at 09:41

            QUESTION

            Removing a record from DbSet throws "Value cannot be null" error in EF Core
            Asked 2021-May-15 at 05:32

            I have the following code to remove a membership from the GroupMemberships DbSet, which is quite straightforward:

            ...

            ANSWER

            Answered 2021-May-14 at 21:33

            You have to check if member is null before calling .Remove()

            Source https://stackoverflow.com/questions/67540796

            QUESTION

            Starting Synergy during gdm startup (greeter) in CentOS8
            Asked 2021-May-05 at 12:36

            This is similar to Starting synergy automatically on RHEL/CentOS However this doesn't seem to be working anymore.

            What I basically want to do is execute a program when the greeter is shown. THis has been working before by adding it to the /etc/gdm/Init/Default script. However right now the script doesn't seem to be called anymore (tested with a 'logger' call).

            SElinux is in permissive mode. The script is executable. synergyc is specified with the full path.

            ...

            ANSWER

            Answered 2021-May-05 at 12:36

            The below resolves the issue. So to make synergyc always running at the GDM greeter use the PostSession script below and put the /usr/share/gdm/greeter/autostart/synergyc.desktop file into place:

            Source https://stackoverflow.com/questions/67399211

            QUESTION

            Can't rotate (Default) screen on Raspberry Pi3 running Manjaro with X11
            Asked 2021-Mar-07 at 16:42

            I’m running the latest version of Manjaro ARM i3 on a Raspberry Pi3 (Image: Raspberry Pi 4 I3 20.10). I can’t for the love of me get the screen to rotate. I recently switched from Manjaro Wayland to this version because of Synergy support.

            What I tried:

            • Using xrandr to rotate the screen. xrandr only sees a “Default” screen and when I try to rotate it I get the error: ...

            ANSWER

            Answered 2021-Mar-01 at 16:15

            I was able to solve this by disabling the vc4-fkms-v3d drivers. You can do this using the following steps:

            1. Open you config file at /boot/config.txt
            2. Using a #, comment out the line: vc4-fkms-v3d
            3. Add the rotation to the config like:
            • display_rotate=1 - for 90 degree rotation
            • display_rotate=2 - for 180 degree rotation
            • display_rotate=3 - for 270 degree rotation
            1. Reboot

            Your screen should now be rotated. Please note that this disables the vc4-fkms-v3d video card drivers which could have other unforeseen effects. Also keep in mind that this is the case for a RPi3.

            Source https://stackoverflow.com/questions/66256142

            QUESTION

            Why is my variable crossed out in VS Code?
            Asked 2021-Feb-20 at 11:52

            When I define the variable name with

            ...

            ANSWER

            Answered 2021-Feb-20 at 04:43

            In a browser, the global name variable has special meaning. It might be your linter just detecting and confusing the name word for your variable. Try changing the name to something else, and see if it is still crossed out.

            Hope I helped!

            Source https://stackoverflow.com/questions/66287986

            QUESTION

            Combinatorial optimization for selecting the players of a football team
            Asked 2020-Dec-27 at 09:49

            I'm thinking of using integer programming to generate the optimal combination of football players to comprise a team.

            Though the problem itself is simple, I'm having trouble formulating an efficient constraint for position eligibility.

            I've searched stackoverflow for variants on the classic integer programming problems and came up with a temporary solution, but want to verify if the current one is efficient.

            Problem
            Select 11 players for a football (soccer) team from a finite set of potential players.
            The team is composed of 11 slots: 5 offense, 5 defense, and 1 goal keeper.
            Each role has its own respective pool of eligible players.
            (e.g. goalies can only be selected from a set of players that have gloves)
            Each player is assigned a 'skill score' that represents their skill

            Objective function
            Maximize: sum of all 11 player skill scores

            Constraints

            1. All 11 slots must be filled with at least 1 player
            2. 1 player may occupy only 1 slot
            3. Each slot must be filled by a player that is eligible for the role

            My temporary solution

            ...

            ANSWER

            Answered 2020-Dec-27 at 09:49

            Your IP formulation looks OK. However, this problem can also be solved using Dynamic Programming:

            Let the array dp[n][mask] represent the maximum possible score you can get for placing players from 1 to n into positions that the 0 digits in the mask's binary representation correspond. For example dp[5][0b11111110101] is equal to the maximum score you can get for placing players 1 to 5 into positions 2 and 4. (second and fourth bits of the mask are zero.)

            Now we recursively define dp[n][mask]:

            Source https://stackoverflow.com/questions/65463754

            QUESTION

            Python call rest api to get data from url
            Asked 2020-Dec-16 at 05:43

            I've created a Bash script to get the data from the url using rest API from a appliance using username, password and saving the Session ID into a Variable and then using the session ID to get the data into csv format which is working fine.

            I want to change the bash code into python3 code as i'm parsing it using pandas.

            Bash Code: ...

            ANSWER

            Answered 2020-Dec-16 at 05:43

            You first need to make a POST request to get the sessionID, then you need to make a GET request. Also note the headers are slightly different for the 2 requests. Something like this should work:

            Source https://stackoverflow.com/questions/65265786

            QUESTION

            .setColor issue using discord.js
            Asked 2020-Nov-27 at 21:49

            As you can see from the below code, I am having an issue with the .setColor Just so you are aware I do have Discord.js added as a requirement but I still get the error.
            Please I am very new to this so be nice :D if there is something simple.

            ...

            ANSWER

            Answered 2020-Nov-27 at 20:42

            It seems new MessageEmbed() is missing from your message.channel.send() method.

            Source https://stackoverflow.com/questions/65043498

            QUESTION

            Why will my multi-threaded port scanner not detect open ports past a certain point? C++
            Asked 2020-Sep-10 at 02:15

            The code for my scanner is below. If I decide to check if only port 2220 is open on 176.9.9.172, it tells me that it is. However, when I run option 0 to check ALL the ports up to 10000, it only registers that port 22 and port 80 are open. It's multi-threaded and runs up to 4 threads at a time. It waits for the 4 threads to complete and then deletes them and resets the vector of threads to reduce memory issues. I'm not sure what's causing the problem.

            UPDATE - I added a section of code after myNetworkSocket = socket(AF_INET, SOCK_STREAM, 0); in the TestPortConnection() function, and as I ran it, I found that the socket creation failed after I scanned ports 1 - 1023. I realized that I forgot to close the ports if they failed to connect in some situations. I inserted the code to close them, and it works now!

            ...

            ANSWER

            Answered 2020-Sep-09 at 02:11

            You are starting multiple execution threads, passing the pointer to the same std::vector, named "buffer" to all of these threads:

            Source https://stackoverflow.com/questions/63803747

            QUESTION

            Python XML Parse and getElementsByTagName
            Asked 2020-Jul-27 at 08:48

            I was trying to parse the following xml and fetch specific tags that i'm interested in around my business need. and i guess i'm doing something wrong. Not sure how to parse my required tags?? Wanted to leverage pandas, so that i can further filter for specifics. Apprentice all the support

            My XMl coming from URI

            ...

            ANSWER

            Answered 2020-Jul-24 at 20:16

            First, the xml document wasn't parsing because you copied a raw ampersand & from the source page, which is like a keyword in xml. When your browser renders xml (or html), it converts & into &.

            As for the code, the easiest way to get the data is to iterate over df_cols, then execute getElementsByTagName for each column, which will return a list of elements for the given column.

            Source https://stackoverflow.com/questions/63079625

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

            Vulnerabilities

            In Synergy before version 1.12.0, a Synergy server can be crashed by receiving a kMsgHelloBack packet with a client name length set to 0xffffffff (4294967295) if the servers memory is less than 4 GB. It was verified that this issue does not cause a crash through the exception handler if the available memory of the Server is more than 4GB.

            Install synergy

            Using PIP pip install synergy. Using conda not yet.

            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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            Install
          • PyPI

            pip install synergy

          • CLONE
          • HTTPS

            https://github.com/djwooten/synergy.git

          • CLI

            gh repo clone djwooten/synergy

          • sshUrl

            git@github.com:djwooten/synergy.git

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