orion | Asynchronous Distributed Hyperparameter Optimization | Machine Learning library

 by   Epistimio Python Version: v0.2.7 License: Non-SPDX

kandi X-RAY | orion Summary

kandi X-RAY | orion Summary

orion is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Keras applications. orion has no vulnerabilities, it has build file available and it has low support. However orion has 14 bugs and it has a Non-SPDX License. You can download it from GitHub.

Asynchronous Distributed Hyperparameter Optimization.
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              orion has a low active ecosystem.
              It has 259 star(s) with 48 fork(s). There are 16 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 190 open issues and 198 have been closed. On average issues are closed in 301 days. There are 26 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of orion is v0.2.7

            kandi-Quality Quality

              orion has 14 bugs (0 blocker, 0 critical, 13 major, 1 minor) and 254 code smells.

            kandi-Security Security

              orion has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              orion code analysis shows 0 unresolved vulnerabilities.
              There are 66 security hotspots that need review.

            kandi-License License

              orion has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              orion releases are available to install and integrate.
              Build file is available. You can build the component from source.
              orion saves you 17806 person hours of effort in developing the same functionality from scratch.
              It has 35276 lines of code, 3358 functions and 201 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed orion and discovered the below as its top functions. This is intended to give you an instant insight into orion implemented functionality, and help decide if they suit your requirements.
            • Plot the partial dependencies for a given experiment
            • Calculate the partial dependencies for a trial
            • Flattens the dimensions of the data
            • Returns a template for the experiment
            • Return a dict of the command class for this project
            • Get the project root directory
            • Create a ConfigParser instance from root
            • Extract version information from VCS
            • Build an experiment client
            • Retrieve regret for a given experiment
            • Get config from command line arguments
            • Parse the template file
            • Returns a list of devices
            • Return a list of trials to run
            • Work on a given experiment
            • Fork trial
            • Get or create a benchmark
            • Run a random Forest regression
            • Generates parallel coordinates for a given experiment
            • Return a list of rankings for each experiment
            • Starts warm - start training
            • Reserve a trial
            • Return a list of trials to suggested trial number
            • Extract version information
            • Create the versioneer config file
            • Calculate the average regretry
            Get all kandi verified functions for this library.

            orion Key Features

            No Key Features are available at this moment for orion.

            orion Examples and Code Snippets

            No Code Snippets are available at this moment for orion.

            Community Discussions

            QUESTION

            "pthread_join" doesn't return on a just cancelled thread (with "pthread_cancel")
            Asked 2021-Jun-07 at 20:59

            I have a pool of threads (QueueWorkers class) in my program that are released using this logic:

            ...

            ANSWER

            Answered 2021-Jun-07 at 13:52

            Are sure the thread is in a cancelation or your thread cancelation_type is asynchronous?

            From man of pthread_cancel:

            A thread's cancellation type, determined by pthread_setcanceltype(3), may be either asynchronous or deferred (the default for new threads). Asynchronous cancelability means that the thread can be canceled at any time (usually immediately, but the system does not guarantee this). Deferred cancelability means that cancellation will be delayed until the thread next calls a function that is a cancellation point. A list of functions that are or may be cancellation points is provided in pthreads(7).

            I don't think canceling threads is the best ways to make sure that a thread will finish. Perhaps you can send the thread a message that it should stop and make sure the thread does receive the message and will handle it.

            Source https://stackoverflow.com/questions/67872576

            QUESTION

            Flask file structure css js img
            Asked 2021-May-25 at 11:26

            ...

            ANSWER

            Answered 2021-May-25 at 08:36

            Looks like your issue is with your template: how are you getting the links for your static files? Please, post a snippet from your template.

            You should use flask's url_for() [1], [2] function to generated the links correctly, like:

            Source https://stackoverflow.com/questions/67684249

            QUESTION

            Orion Context Provider query multiple entities
            Asked 2021-May-19 at 09:05

            Tax information system contains all Tax information regarding every citizen in the city.

            Following FIWARE principles, seems it might make sense Consumers query Orion about entity(citizen) tax information, and the request being forwarded to Context Provider (ie:TaxInformationSystem).

            Query citizen X tax information -> Orion -> TaxInformationSystem_CP

            According to documentation, Context Providers can register themselves as source for specific attributes. This, for example, could make this work:

            http://{{orion}}/v2/entities/urn:citizenID/attrs/name/tax

            However, this seems to require every citizen to be registered as an entity, so tax information system should register multiple times (one per citizen). (And residenceInformationSystem, and healthInformationSystem, and...)

            ...

            ANSWER

            Answered 2021-May-19 at 07:48

            Not sure if I'm fully understanding you case...

            You could do a registration for all citizen like this one:

            Source https://stackoverflow.com/questions/67520066

            QUESTION

            Best practices/Expected way to retrieve yearly KPI
            Asked 2021-May-13 at 09:13

            Moving forward from here, I don't know What's the expected way/best practice to handle yearly KPIs to/from Orion?.

            Consider the following scenario:

            ...

            ANSWER

            Answered 2021-May-11 at 15:26

            As the name suggests, a context broker is designed to deal with context data - that is the status of the real world at an instance of time. There is an existing data model for KPIs, it would be expected that an NGSI entity representing the KPI would hold the latest value of that KPI - in other words "how are we doing right now". Your context broker could then hold City entities for example, and that could have a Property whose value holds the current KPI - and that value should follow a KPI data model.

            Now if a context broker holds a current KPI value, and that value changes over time, the historical context could be persisted to a database (e.g. using Cygnus, Draco or QuantumLeap) and then queried for data external of the context broker. Another alternatively for NGSI-LD Systems, the standard temporal interface could be used. However it doesn't seem to be a good fit in this case.

            Retrieving ad-hoc historical records is a poor fit for context data held in a context broker as it has nothing to do with "the Now". The obvious solution for querying and retrieving historical data is to use a database rather than a context broker.

            In summary, if an attribute, like a binary file, an image, or database query doesn't naturally fit in "the now" it probably doesn't directly belong in a context broker - use a property with a text/URL value as a link if you need it and use tools better suited for historical data manipulation to fulfil to your purpose.

            Source https://stackoverflow.com/questions/67482486

            QUESTION

            Posting to orion gets me to "Attribute must be a JSON object"
            Asked 2021-May-13 at 07:47

            I am sending this to Orion:

            ...

            ANSWER

            Answered 2021-May-13 at 07:47

            Look a little closer at your error message, especially:

            Source https://stackoverflow.com/questions/67509266

            QUESTION

            Fiware Context Provider hello world not working
            Asked 2021-May-11 at 10:54

            I'm trying to register a Context Provider as source for several KPIs.

            So far, it seems registering might be working, as GET http://{{orion}}/v2/registrations returns something similar to what I set in creation:

            ...

            ANSWER

            Answered 2021-May-10 at 14:51

            Using the tutorial application where a microservice is listening on the http://context-provider:3000/random/weatherConditions POST endpoint.

            The following registration:

            Source https://stackoverflow.com/questions/67470035

            QUESTION

            Levels of a dataframe after filtering
            Asked 2021-May-06 at 08:54

            i've been doing an assignment for a self study in R programming. I have a question about what happens with factors in a dataframe once you filter it. I have a dataframe that has the columns (movie)Studio and Genre. For the assignment i need to filter it. I succeeded in this, but when i check the levels of the newly filtered columns all factors are still present, so not only the filtered ones.

            Why is this? Am i doing something wrong?

            ...

            ANSWER

            Answered 2021-May-06 at 07:18

            You can do droplevels(dftest$Studio) to remove unused levels

            Source https://stackoverflow.com/questions/67413326

            QUESTION

            Having trouble stopping U-Boot autoboot
            Asked 2021-Apr-22 at 15:51

            Background:

            I have an old Seagate BlackArmor NAS 110 that I'm trying to install Debian on by following the instructions here: https://github.com/hn/seagate-blackarmor-nas.

            I have a couple of USB to TTL serial adapters (one FTDI chipset and the other Prolific) that I've tried and have run into the same issue with both. I have made the connection to the serial port on the board of the NAS using a multimeter to make sure I've gotten the pinout correct.

            Problem:

            I'm not able to stop the autoboot process by pressing keys and any point during the boot process. The device also does not seem to respond to any keystrokes although they are echoed back.

            What I've Tried So Far:

            • Using USB to TTL serial adapters with two different chipsets
            • Using the adapters on two different computers (MacBook Pro and a ThinkPad)
            • Using different operating systems (MacOS, Windows 10, Ubuntu 20.04)
            • Using different terminal programs (Screen, Minicom, Putty)
            • Turned off hardware and software flow control
            • Tested output of adapters by shorting RX and TX pins and seeing keystrokes echoed back
            • Commands seem to be sent to device as when I type I see my commands echoed back (not sure if this is supposed to happen)

            I've been at this for a few days and can't figure it out. I've also recorded my screen while experiencing the issue: https://streamable.com/xl43br. Can anyone see where I'm going wrong?

            Terminal output while experiencing the problem:

            ...

            ANSWER

            Answered 2021-Apr-22 at 15:51

            So it turns out there is a short somewhere between the RX pin and the +3.3V pin which is not allowing me to send anything to the board. Thank you to those who have commented.

            Source https://stackoverflow.com/questions/67169585

            QUESTION

            How to make the boxes fit inside a row
            Asked 2021-Apr-17 at 09:08

            So I have this code where I will put 12 boxes inside a div in a row but 1 box can't fit inside.

            ...

            ANSWER

            Answered 2021-Apr-17 at 08:14

            one of your box is out of the row because there no space left for it, You can simply reduce each purple box size to produce some space for the outered box. Moreover another problem is that your out of row box is also out of the parent div border. To include all boxes inside the parent div border, remove height from div selector, so that the parent div can take as much height as needed to cover all of its child divs. You can watch the final result on my codepen

            Source https://stackoverflow.com/questions/67135967

            QUESTION

            Append list based on specific value assigned within list
            Asked 2021-Apr-02 at 04:36

            I've created a random database of 100 soccer players, with randomly generated names, positions, and ability (1-5). I want to append the list so that it reviews the ability of each player and assigns a value (20-100) based on their ability. 1 ability = 20 value. 2=40, 3=60, 4=80, and 5=100. In excel, for example, I would do a vlookup to the ability (1-5) and apply the value based upon the ability number. How would I go about doing this in a Python list? Thanks

            ...

            ANSWER

            Answered 2021-Apr-02 at 04:30

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

            Vulnerabilities

            No vulnerabilities reported

            Install orion

            You can download it from GitHub.
            You can use orion like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            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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