mli | Machine Learning Interface for Rust | Machine Learning library

 by   vadixidav Rust Version: Current License: MIT

kandi X-RAY | mli Summary

kandi X-RAY | mli Summary

mli is a Rust library typically used in Artificial Intelligence, Machine Learning applications. mli has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

MLI intends to provide modern, data-driven abstractions for machine learning. MLI provides traits that work much like Combine's Parser, Serde's Serialize and Deserialize, std's Iterator, and future's Future and Stream. One should only need to have to create tensor processing primitives and then string them together to craft a large system that continues to be useful as a primitive in an even larger system.
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            kandi-support Support

              mli has a low active ecosystem.
              It has 11 star(s) with 2 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 5 open issues and 0 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of mli is current.

            kandi-Quality Quality

              mli has no bugs reported.

            kandi-Security Security

              mli has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              mli is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              mli releases are not available. You will need to build from source code and install.

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            mli Key Features

            No Key Features are available at this moment for mli.

            mli Examples and Code Snippets

            No Code Snippets are available at this moment for mli.

            Community Discussions

            QUESTION

            Opam doesn't download sources when building locally
            Asked 2021-May-05 at 13:07

            I'm trying to add some patches to the llvm Opam package, but I'm having issues testing it because it seems like running opam install . from the package root ignores the url section and doesn't download & decompress the source archive, thus failing when applying patches.

            This is the opam file for reference:

            ...

            ANSWER

            Answered 2021-May-05 at 13:07

            The correct1 workflow for changing a package definition in the ocaml/opam-repository is the following.

            1. clone the opam-repository

            Source https://stackoverflow.com/questions/67369241

            QUESTION

            R: Issues when pulling values from a nested list into a dataframe
            Asked 2021-Apr-28 at 13:29

            so this should be a relatively easy question on pulling items in a list into a dataframe, but I'm stuck on something.

            I have the following list (I'm showing just part of the list for you, it's far longer than this):

            ...

            ANSWER

            Answered 2021-Apr-28 at 13:29

            If you look at just one element at a time, I think that as.data.frame does a pretty decent job. While I'll demonstrate using the abbreviated data (that I edited into your question), and the first element looks like:

            Source https://stackoverflow.com/questions/67285430

            QUESTION

            How to "expose" types in OCaml
            Asked 2021-Apr-27 at 15:04

            I have two compilation units, and one "frontend" file.

            In the first compilation unit, I have the following in the moduleA.mli:

            ...

            ANSWER

            Answered 2021-Apr-27 at 15:04

            When you split a module into a signature and an implementation, only the information in the signature can be used by other modules and anything else is private to the implementation. So when other modules look at your modules A and B, all they see is type t and another type t and they have no idea that those refer to the same type.

            If you want to expose the information that A.t = B.t, that information needs to be part of the signature. So simply change type t in the signature of B to type t = A.t and now this equality will be part of the module's public interface and can be relied on by other modules.

            Source https://stackoverflow.com/questions/67285300

            QUESTION

            How to provide an OCaml (let*) operator optionally, to work with old and new compilers?
            Asked 2021-Mar-25 at 10:30

            I have a module MyMonad that provides a bind function as (let*) operator, but also as >>= operator for old-style code.

            The idea is that old code can use it as:

            ...

            ANSWER

            Answered 2021-Feb-20 at 00:26

            Many of the additions to the language or stdlib are followed by backporting libraries usually called *-shims.

            For your problem, there is

            https://github.com/ocaml-ppx/ocaml-syntax-shims

            Source https://stackoverflow.com/questions/66256575

            QUESTION

            Eliminating rows by group, for which certain factor values do not exist
            Asked 2021-Mar-24 at 17:25

            I have a table that looks as follows (data posted below):

            I would like to exclude all iso3c (the three letter codes) for which var has not at least three values (i.e 0,1,2,3). As example, for AGO the only value is 0. So this one needs to go. The next one ALB can stay, because the value goes up to 3. I want to do something like, setDT(DT)[max(as.numeric(as.character(var))) <3, iso3c:=NA, by="iso3c"]. But that does not do anything to the data.

            Any ideas?

            ...

            ANSWER

            Answered 2021-Mar-24 at 16:47

            Grouped by 'iso3c', get the count of unique elements in 'var', create a logical vector out of it, get the row index (.I) and subset based on that column

            Source https://stackoverflow.com/questions/66785543

            QUESTION

            Dune: build library and access it in another project and hide or make inaccessible private or implementation modules
            Asked 2021-Mar-07 at 16:19

            I am using Dune for building OCaml projects and I'd like to build a standalone library for reusing it in other projects.

            The root folder of the library is mylib and the library was initialized with dune init lib mylib src (after cd mylib).

            The directory tree of mylib, the root of the project, is the following:

            ...

            ANSWER

            Answered 2021-Mar-07 at 16:19
            1. In the root directory, these should be a file called mylib.opam with content similar to this one. Then, the (public_name mylib) s-expression should be added to library in mylib/src/dune. Finally, making sure to be in the root of the project, the library shall be built with dune build and installed with opam install ..
              For actually using the library in another project, even in a different dune workspace, all it's needed is to add (libraries mylib) to the dune file of project that will use the library.
            2. The (private_modules priv) s-expression should be added to library in mylib/src/dune. Then, mylib.ml needs to be created with the following content: module Mymodule = Mymodule: this will make sure that only Mymodule will be exposed under the package Mylib.

            Source https://stackoverflow.com/questions/66516079

            QUESTION

            Why is fct_lump from forcats not working on my data?
            Asked 2020-Dec-11 at 15:18

            I've been off R for a few months, so that might have had some consequences.

            I found this dataset on the internet. I treated it some, so I'll just dput() it here, but it originally came from https://ourworldindata.org/terrorism.

            ...

            ANSWER

            Answered 2020-Dec-11 at 15:18

            It looks like you wish to lump together regions with less than 5 fatalities into an "other" category. This is straightforward in base R

            Source https://stackoverflow.com/questions/65253329

            QUESTION

            Filter components by the value of a select element
            Asked 2020-Sep-03 at 18:52

            Here is a link to my app on Codesandbox https://codesandbox.io/s/filter-search-gxidc?file=/src/App.js it's only one component app.js

            In data.js I have an array of objects:

            ...

            ANSWER

            Answered 2020-Sep-03 at 18:52

            The main problem could be setRegion is handled asynchronously so once you try to filter further by its value in handleSubmit then the value is most probably not there. See down below the suggested modifications on your component.

            The first thing is to add onChange event to select instead of form:

            Source https://stackoverflow.com/questions/63729626

            QUESTION

            In what range does caml_hash_varian return values?
            Asked 2020-Jul-23 at 00:19

            The subchapter "20.3.6 Polymorphic variants" describes how to identify polymorphic variant value in C (*It contains a mistake: should be caml_hash_variant instead of hash_variant)

            I want to use those hash values as error codes in C++ directly. Something like that

            archive.mli:

            ...

            ANSWER

            Answered 2020-Jul-23 at 00:19

            Immediate values in the usual OCaml implementation have the low bit set, and the variant hash is an immediate value. So if you're looking at variant hash values in C++ you can be sure that the value 0 will never be returned by caml_hash_variant.

            If you look at the code, the final value is generated either by Val_int() or Val_long(). In the definitions of these macros you'll see that they guarantee that the low bit is set.

            I haven't done any kind of analysis of the code, but the value -1 is at least superficially possible as a hash value, since its low bit is set.

            Update

            The low bit is set on immediate values as a marker for the garbage collector. So it's a convention that must be followed strictly. (IMHO it's one of many really nice design tradeoffs in the OCaml implementation.)

            Source https://stackoverflow.com/questions/63044297

            QUESTION

            Can multiple modules have the same module type? How do I organize them and their interface files?
            Asked 2020-Jul-07 at 19:54

            Currently, I have within the same OCaml file, blah.ml:

            ...

            ANSWER

            Answered 2020-Jul-07 at 19:54

            You can create x.ml containing the sig, y.ml containing the module, and z.ml containing that module. You don't need to do anything special to tell the compiler that Y : X and Z : X. The compiler infers the module type automatically from the fact that the module conforms to the type i.e. it implements every binding that the module type needs. If Y or Z don't conform, the type error will be shown at the point of use.

            If you want to restrict the module type at the point of definition that's also doable, by giving each module an interface file and includeing the required signature there. For example:

            Source https://stackoverflow.com/questions/62781659

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

            Vulnerabilities

            No vulnerabilities reported

            Install mli

            You can download it from GitHub.
            Rust is installed and managed by the rustup tool. Rust has a 6-week rapid release process and supports a great number of platforms, so there are many builds of Rust available at any time. Please refer rust-lang.org for more information.

            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/vadixidav/mli.git

          • CLI

            gh repo clone vadixidav/mli

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            git@github.com:vadixidav/mli.git

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