Giter Site home page Giter Site logo

kjaikeerthi / rails_admin Goto Github PK

View Code? Open in Web Editor NEW

This project forked from railsadminteam/rails_admin

1.0 2.0 0.0 2.81 MB

RailsAdmin is a Rails 3 engine that provides an easy-to-use interface for managing your data

License: MIT License

Ruby 74.55% JavaScript 25.45%

rails_admin's Introduction

RailsAdmin

RailsAdmin is a Rails engine that provides an easy-to-use interface for managing your data.

RailsAdmin started as a port of MerbAdmin to Rails 3 and was implemented as a Ruby Summer of Code project by Bogdan Gaza with mentors Erik Michaels-Ober, Yehuda Katz, Luke van der Hoeven, and Rein Henrichs.

It currently offers the following features:

  • Display database tables
  • Create new data
  • Easily update data
  • Safely delete data
  • Automatic form validation
  • Search
  • Authentication (via Devise)
  • User action history

Supported ORMs:

  • ActiveRecord

Information about support for other ORMs.

Help

If you have a question, you can ask the official RailsAdmin mailing list or ping sferik on IRC in #railsadmin on irc.freenode.net.

API Update Note

The ability to set model labels for each section (list, navigation, update, ...) has been removed, as it was deemed unnecessarily granular and was not fully honored in all displays. That also means that the methods label_for_navigation, etc. are no longer functional. They print a warning at the moment. See details in the examples below for the currently supported way to label models. This change was motivated by the conversation following a bug report about label display errors.

The ability to set model visibility for each section has been removed due to same reasons as section specific label configuration (see above paragraph). This also means that methods such as hide_from_navigation and show_in_list are no longer functional and have been deprecated. For now on use model level configuration of visibility or for more granular control integrate an authorization framework as outlined later in this document.

Screenshots

List view Edit view

Installation

In your Gemfile, add the following dependencies:

gem 'devise' # Devise must be required before RailsAdmin
gem 'rails_admin', :git => 'git://github.com/sferik/rails_admin.git'

Run:

$ bundle install

And then run:

$ rake rails_admin:install

This task will install RailsAdmin and Devise if you don't already have it installed. Devise is strongly recommended to protect your data from anonymous users.

If you plan to use Devise, but want to use a custom model for authentication (default is User) you can provide that as an argument for the installer. For example to override the default with a Member model run:

$ rake rails_admin:install model_name=member

If you want to use the CKEditor, you need to download it from source and unpack the 'ckeditor' folder into your default 'public/javascripts' folder. If you're using any non-Windows system, you can try to use the automatic downloader:

$ rake rails_admin:ckeditor_download

Usage

Start the server:

$ rails server

You should now be able to administer your site at http://localhost:3000/admin.

Configuration

RailsAdmin provides its out of the box administrative interface by inspecting your application's models and following some Rails conventions. For a more tailored experience, it also provides a configuration DSL which allows you to customize many aspects of the interface.

The configuration code should be placed in an initializer file, for example:

config/initializers/rails_admin.rb

General

You can customize authentication by providing a custom block for RailsAdmin.authenticate_with. To disable authentication, pass an empty block:

RailsAdmin.authenticate_with {}

You can exclude models from RailsAdmin by appending those models to excluded_models:

RailsAdmin.config do |config|
  config.excluded_models << ClassName
end

Whitelist Approach

By default, RailsAdmin automatically discovers all the models in the system and adds them to its list of models to be accessible through RailsAdmin. The excluded_models configuration above permits the blacklisting of individual model classes.

If you prefer a whitelist approach, then you can use the included_models configuration option instead:

RailsAdmin.config do |config|
  config.included_models = [Class1, Class2, Class3]
end

Only the models explicitly listed will be put under RailsAdmin access, and the auto-discovery of models is skipped.

The blacklist is effective on top of that, still, so that if you also have:

RailsAdmin.config do |config|
  config.excluded_models = [Class1]
end

then only Class2 and Class3 would be made available to RailsAdmin.

The whitelist approach may be useful if RailsAdmin is used only for a part of the application and you want to make sure that new models are not automatically added to RailsAdmin, e.g. because of security concerns.

Model Class and Instance Labels

Setting the model's label

If you need to customize the label of the model, use:

RailsAdmin.config do |config|
  config.model Team do
    label "List of teams"
  end
end

This label will be used anywhere the model name is shown, e.g. on the navigation tabs, Dashboard page, list pages, etc.

The object_label method

The model configuration has another option object_label which configures the title display of a single database record, i.e. an instance of a model.

By default it tries to call "name" or "title" methods on the record in question. If the object responds to neither, then the label will be constructed from the model's classname appended with its database identifier. You can add label methods (or replace the default [:name, :title]) with:

RailsAdmin.config {|c| c.label_methods << :description}

This object_label value is used in a number of places in RailsAdmin--for instance as the output of belongs to associations in the listing views of related models, as the option labels of the relational fields' input widgets in the edit views of related models and as part of the audit information stored in the history records--so keep in mind that this configuration option has widespread effects.

RailsAdmin.config do |config|
  config.model Team do
    object_label do
      "#{bindings[:object].name} - #{bindings[:object].league.name}"
    end
  end
end

This would output "Team's name - Team's league's name" in all the places mentioned in paragraph above example.

Difference between label and object_label

label and object_label are both model configuration options. label is used whenever Rails Admin refers to a model class, while object_label is used whenever Rails Admin refers to an instance of a model class (representing a single database record).

Navigation

  • hiding a model
  • setting the model's label
  • configuring the number of visible tabs

Hiding a model

You can hide a model from the top navigation by marking its visible option as false:

By passing the value as an argument:

RailsAdmin.config do |config|
  config.model Team do
    visible false
  end
end

Or by passing a block that will be lazy evaluated each time the option is read:

RailsAdmin.config do |config|
  config.model Team do
    visible { false }
  end
end

These two examples also work as a generic example of how most of the configuration options function within RailsAdmin. You can pass a value as an argument option_name value, or you can pass in a block which will be evaluated each time the option is read. Notable is that boolean options' reader accessors will be appended with ? whereas the writers will not be. That is, if you want to get the Team model's visibility, you use RailsAdmin.config(Team).visible?.

Configuring the number of visible tabs

You can configure the number of tabs visible in the top navigation:

RailsAdmin.config do |config|
  config.navigation.max_visible_tabs 3
end

Links to the rest of the models will be rendered in a drop down menu next to the tabs. Even though this option is not model specific, it shares the same semantics as the earlier ones - you could also pass in a block which would be evaluated at runtime.

Create a dropdown menu in navigation

This will desactivate config.navigation.max_visible_tabs.

RailsAdmin.config do |config|
  config.model Team do
    parent League
  end
end

RailsAdmin.config do |config|
  config.model Division do
    parent League
  end
end

Obtained navigation:

Dashboard
...
League
  Division
  Team
...

If you want a non-clickable root menu entry, add 'dropdown ENTRY_NAME' to your parent. Your parent will then be placed INSIDE his dropdown, in FIRST position.

Added to previous example:

RailsAdmin.config do |config|
  config.model League do
    dropdown 'League related'
  end
end

Obtained navigation:

Dashboard
...
League related  # (non-clickable)
  League
  Division
  Team
...

Change models order in navigation

By default, they are ordered by alphabetical order. If you need to override this, specify a weight attribute. Default is 0. Lower values will bubble items to the left, higher values will move them to the right. Items with same weight will still be ordered by alphabetical order. The mecanism is fully compatible with dropdown menus. Items will be ordered within their own menu subset.

Example:

RailsAdmin.config do |config|
  config.model League do
    dropdown 'League related'
    weight -1
  end
end

The 'League related' dropdown menu will move to the leftmost position.

List view

  • Number of items per page
  • Number of items per page per model
  • Default sorting
    • Configure globally
    • Configure per model
  • Fields
    • Visibility and ordering
    • Label
    • Output formatting
    • Sortability
    • Column CSS class
    • Column width

Number of items per page

You can configure the default number of rows rendered per page:

RailsAdmin.config do |config|
  config.list.default_items_per_page = 50
end

Number of items per page per model

You can also configure it per model:

RailsAdmin.config do |config|
  config.model Team do
    list do
      items_per_page 100
    end
  end
end

Default sorting

By default, rows sorted by the field id in reverse order

You can change default behavior with use two options: sort_by and sort_reverse

Default sorting - Configure globally

RailsAdmin.config do |config|
  config.models do
    list do
      sort_by :updated_at
      sort_reverse true
    end
  end
end

Default sorting - Configure per model

RailsAdmin.config do |config|
  config.model Player do
    list do
      sort_by :name
      sort_reverse { false }
    end
  end
end

Fields - Visibility and ordering

By default all fields are visible, but they are not presented in any particular order. If you specifically declare fields, only defined fields will be visible and they will be presented in the order defined:

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name
      field :created_at
    end
  end
end

This would show only "name" and "created at" columns in the list view.

If you need to hide fields based on some logic on runtime (for instance authorization to view field) you can pass a block for the visible option (including its hide and show accessors):

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name
      field :created_at
      field :revenue do
        visible do
          current_user.roles.include?(:accounting) # metacode
        end
      end
    end
  end
end

Note that above example's authorization conditional is not runnable code, just an imaginary example. You need to provide RailsAdmin with your own authorization scheme for which you can find a guide at the end of this file.

Fields - Label

The header of a list view column can be changed with the familiar label method:

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name do
        label "Title"
      end
      field :created_at do
        label "Created on"
      end
    end
  end
end

As in the previous example this would show only columns for fields "name" and "created at" and their headers would have been renamed to "Title" and "Created on".

Fields - Output formatting

The field's output can be modified:

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name do
        formatted_value do
          value.to_s.upcase
        end
      end
      field :created_at
    end
  end
end

This would render all the teams' names uppercased.

The field declarations also have access to a bindings hash which contains the current record instance in key :object and the view instance in key :view. Via :object we can access other columns' values and via :view we can access our application's view helpers:

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name do
        formatted_value do
          bindings[:view].tag(:img, { :src => bindings[:object].logo_url }) << value
        end
      end
      field :created_at
    end
  end
end

This would output the name column prepended with team's logo using the tag view helper. This example uses value method to access the name field's value, but that could be written more verbosely as bindings[:object].name.

Fields of different date types (date, datetime, time, timestamp) have two extra options to set the time formatting:

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name
      field :created_at do
        date_format :short
      end
      field :updated_at do
        strftime_format "%Y-%m-%d"
      end
    end
  end
end

This would render all the teams' "created at" dates in the short format of your application's locale and "updated at" dates in format YYYY-MM-DD. If both options are defined for a single field, strftime_format has precedence over date_format option. For more information about localizing Rails see Rails Internationalization API and Rails I18n repository.

Fields - Sortability

You can make a column non-sortable by setting the sortable option to false:

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name
      field :created_at do
        sortable false
      end
    end
  end
end

Fields - Column CSS class

By default each column has a CSS class set according to field's data type. You can customize this by:

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name
      field :created_at do
        css_class "customClass"
      end
    end
  end
end

This would render the "created at" field's header and body columns with a CSS class named "customClass".

Fields - Column width

By default columns' widths are calculated from certain pre-defined, data-type-specific pixel values. If you want to ensure a minimum width for a column, you can:

RailsAdmin.config do |config|
  config.model Team do
    list do
      field :name do
        column_width 200
      end
      field :created_at
    end
  end
end

Create and update views

  • Form rendering
  • Field groupings
    • Visibility
    • Labels
    • Syntax
  • Fields
    • Rendering
    • Overriding field type
    • Available field types
    • Creating a custom field type
    • Creating a custom field factory
    • Overriding field help texts
    • CKEditor integration

Form rendering

RailsAdmin renders these views with Rails' form builder (form_for). If you want to use a different form builder then provide an override for the edit view or independingly for the create and update views. The argument is a symbol or string that is sent to the view to process the form. This is handy for integrating things like the nested form builder (https://github.com/ryanb/nested_form) if you need to override a field's edit template.

RailsAdmin.config do |config|
  config.model Team do
    edit do
      form_builder :nested_form_for
      field :name
    end
  end
end

or independently

RailsAdmin.config do |config|
  config.model Team do
    create do
      form_builder :create_form_for
      field :name
    end
    update do
      form_builder :update_form_for
      field :name
    end
  end
end

Field groupings

By default RailsAdmin groups fields in the edit views (create and update views) by including all database columns and belongs to associations to "Basic info" group which is displayed on top of form. Below that are displayed all the other associations a model has, one group per association.

The configuration accessors are edit, create and update. First one is a batch accessor which configures both create and update views. For consistency, these examples only include the batch accessor edit, but if you need differing create and update views just replace edit with create or update.

Field groupings - visibility

Field groups can be hidden:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      group :default do
        hide
      end
    end
  end
end

This would hide the "Basic info" group which is accessed by the symbol :default. Associations' groups can be accessed by the name of the association, such as :fans or :players. The hide method is just a shortcut for the actual visible option which was mentioned in the beginning of the navigation section.

Field groupings - labels

Field groups can be renamed:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      group :default do
        label "Team information"
      end
    end
  end
end

This would render "Team information" instead of "Basic info" as the groups label.

Field groupings - syntax

As in the list view, the edit views' configuration blocks can directly contain field configurations, but in edit views those configurations can also be nested within group configurations. Below examples result an equal configuration:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      group :default do
        label "Default group"
      end
      field :name do
        label "Title"
        group :default
      end
    end
  end
end

RailsAdmin.config do |config|
  config.model Team do
    edit do
      group :default do
        label "Default group"
        field :name do
          label "Title"
        end
      end
    end
  end
end

In fact the first examples group :default configuration is unnecessary as the default group has already initialized all fields and belongs to associations for itself.

Fields

Just like in the list view, all fields are visible by default. If you specifically declare fields, only defined fields will be visible and they will be presented in the order defined. Thus both examples would render a form with only one group (labeled "Default group") that would contain only one element (labeled "Title").

In the list view label is the text displayed in the field's column header, but in the edit views label literally means the html label element associated with field's input element.

Naturally edit views' fields also have the visible option along with hide and show accessors as the list view has.

Fields - rendering

The edit view's fields are rendered using partials. Each field type has its own partial per default, but that can be overridden:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      field :name do
        partial "my_awesome_partial"
      end
    end
  end
end

The partial should be placed in your applications template folder, such as app/views/rails_admin/main/_my_awesome_partial.html.erb.

One can also completely override the rendering logic:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      field :name do
        render do
          bindings[:view].render :partial => partial.to_s, :locals => {:field => self}
        end
      end
    end
  end
end

That example is just the default rendering method, but it shows you that you have access to the current template's scope with bindings[:view]. There's also bindings[:object] available, which is the database record being edited. Bindings concept was introduced earlier in this document and the functionality is the same.

Fields - overriding field type

If you'd like to override the type of the field that gets instantiated, the field method provides second parameter which is field type as a symbol. For instance, if we have a column that's a text column in the database, but we'd like to have it as a string type we could accomplish that like this:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      field :description, :string do
         # configuration here
      end
    end
  end
end

If no configuration needs to take place the configuration block could have been left out:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      field :description, :string
    end
  end
end

A word of warning, if you make field declarations for the same field a number of times with a type defining second argument in place, the type definition will ditch the old field configuration and load a new field instance in place.

Fields - Available field types

RailsAdmin ships with the following field types:

  • belongs_to_association
  • boolean
  • date
  • datetime
  • decimal
  • file_upload does not initialize automatically
  • paperclip_file initializes automatically if Paperclip is present
  • float
  • has_and_belongs_to_many_association
  • has_many_association
  • has_one_association
  • integer
  • password initializes if string type column's name is password
  • string
  • enum
  • text
  • time
  • timestamp
  • virtual useful for displaying data that is calculated a runtime (for example a method call on model instance)

Fields - Creating a custom field type

If you have a reusable field you can define a custom class extending RailsAdmin::Config::Fields::Base and register it for RailsAdmin:

RailsAdmin::Config::Fields::Types::register(:my_awesome_type, MyAwesomeFieldClass)

Then you can use your custom class in a field:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      field :name, :my_awesome_type do
         # configuration here
      end
    end
  end
end

Fields - Creating a custom field factory

Type guessing can be overridden by registering a custom field "factory", but for now you need to study lib/rails_admin/config/fields/factories/* for examples if you want to use that mechanism.

Fields - Overriding field help texts

Every field is accompanied by a hint/text help based on model's validations. Everything can be overridden with help:

RailsAdmin.config do |config|
  config.model Team do
    edit do
      field :name
      field :email do
        help 'Required - popular webmail addresses not allowed'
      end
    end
  end
end

Fields - Enum

Fields of datatype string, integer, text can be rendered with select boxes, if object responds to method_enum.

class Team < ActiveRecord::Base
  ...
  def color_enum
    self.team.available_color_choices
    # return collection like ["blue", "yellow", "red"] or [["blue", 1], ["yellow", 2], ["red", 3]]
  end
  ...
end

RailsAdmin.config do |config|
  config.model Team do
    edit do
      field :name
      field :color
      field :created_at do
        date_format :short
      end
      field :updated_at do
        strftime_format "%Y-%m-%d"
      end
    end
  end
end

Fields - CKEditor integration

CKEditor can be enabled on fields of type text:

RailsAdmin.config do |config|
  config.model MyModel do
    edit do
      field :description, :text do
        ckeditor true
      end
    end
  end
end

Fields - Ordered has_many/has_and_belongs_to_many/has_many :through associations

Orderable can be enabled on filtering multiselect fields (has_many, has_many :through & has_and_belongs_to_many associations), allowing selected options to be moved up/down. RailsAdmin will handle ordering in and out of the form.

RailsAdmin.config do |config|
  config.model Player do
    edit do
      field :fans do
        orderable true
      end
    end
  end
end

You'll need to handle ordering in your model with a position column for example.

Mass Assignment Operations

  • Mass assign for every model configuration
  • Mass assign for every section (create, list, navigation and update)
  • Mass assign by field type

Mass assign for every model configuration

Mass assignment operations are used to pass in configuration blocks for multiple targets at once. For instance, the code below configures every models' every field with an uppercased label in the list view.

RailsAdmin.config do |config|
  config.models do
    list do
      fields do
        label do
          label.upcase # in this context label refers to default label method
        end
      end
    end
  end
end

Mass assign for every section (create, list, navigation and update)

If one would like to assign that same behavior for all the different views in RailsAdmin (create, list, navigation and update) one could pass the label definition one level higher:

RailsAdmin.config do |config|
  config.models do
    fields do
      label do
        label.upcase
      end
    end
  end
end

As the navigation section does not define the fields method this configuration is only effective for create, list and update views.

Naturally this also works for a single model configuration:

RailsAdmin.config do |config|
  config.model Team do
    fields do
      label do
        label.upcase
      end
    end
  end
end

Mass assign by field type

One can also assign configurations for all fields by type. For instance modifying the date presentation of all datetime fields in all sections can be accomplished like this:

RailsAdmin.config do |config|
  config.models do
    fields_of_type :datetime do
      strftime_format "%Y-%m-%d"
    end
  end
end

Or even scope it like this:

RailsAdmin.config do |config|
  config.models do
    list do
      fields_of_type :datetime do
        date_format :compact
      end
    end
  end
end

Authorization

Authorization can be added using the authorize_with method. If you pass a block it will be triggered through a before filter on every action in Rails Admin.

RailsAdmin.authorize_with do
  redirect_to root_path unless warden.user.is_admin?
end

To use an authorization adapter, pass the name of the adapter. For example, to use with CanCan, pass it like this.

RailsAdmin.authorize_with :cancan

See the wiki for more on authorization.

Static Assets & Locales

When running rake rails_admin:install the locale files (config/locales/...) and the static asset files (javascript files, images, stylesheets) are copied to your local application tree.

Should you update the gem to a new version that perhaps includes updated locale or asset files, then you won't automatically be able to take advantage of these. In fact, you may choose for this reason, to not commit locale files and asset files to your local repository and instead have them loaded from the gem.

You can choose to commit locale files to your local application tree, if you want to modify them from what the gem supplies; then you also need to manage updates by hand. Locale files will be automatically loaded from the gem unless overrides exist.

For asset files, the following applies: When running in development mode, the rails_admin engine will inject a middleware to serve static assets (javascript files, images, stylesheets) from the gem's location. This generally isn't a good setup for high-traffic production environments. Depending on your web server configuration is may also just plain fail. You may need to serve the asset files from the local application tree (public/...). You can choose to have the assets served from the gem in development mode but from the local application tree in production mode. In that case, you need to copy the assets during deployment (e.g. via a capistrano hook).

Two rake tasks have been provided to copy locale and asset files to the local application tree:

rake rails_admin:copy_locales
rake rails_admin:copy_assets

These tasks run automatically during installation, but are provided separately, e.g. for updates or deployments.

Contributing

In the spirit of free software, everyone is encouraged to help improve this project.

Here are some ways you can contribute:

  • by using alpha, beta, and prerelease versions
  • by reporting bugs
  • by suggesting new features
  • by translating to a new language
  • by writing or editing documentation
  • by writing specifications
  • by writing code (no patch is too small: fix typos, add comments, clean up inconsistent whitespace)
  • by refactoring code
  • by resolving issues
  • by reviewing patches

Submitting an Issue

We use the GitHub issue tracker to track bugs and features. Before submitting a bug report or feature request, check to make sure it hasn't already been submitted. You can indicate support for an existing issue by voting it up. When submitting a bug report, please include a Gist that includes a stack trace and any details that may be necessary to reproduce the bug, including your gem version, Ruby version, and operating system. Ideally, a bug report should include a pull request with failing specs.

Submitting a Pull Request

  1. Fork the project.
  2. Create a topic branch.
  3. Implement your feature or bug fix. NOTE - there's a small test app located in the spec/dummy_app directory that you can use to experiment with rails_admin.
  4. Add documentation for your feature or bug fix.
  5. Run bundle exec rake doc:yard. If your changes are not 100% documented, go back to step 4.
  6. Add specs for your feature or bug fix.
  7. Run bundle exec rake spec. If your changes are not 100% covered, go back to step 6.
  8. Commit and push your changes.
  9. Submit a pull request. Please do not include changes to the gemspec, version, or history file. (If you want to create your own version for some reason, please do so in a separate commit.)

Contact

If you have questions about contributing to RailsAdmin, please contact Erik Michaels-Ober and Bogdan Gaza.

rails_admin's People

Contributors

akitaonrails avatar akzhan avatar baldowl avatar bbenezech avatar bradphelan avatar btucker avatar caboteria avatar ccabot avatar drogus avatar fb3 avatar federomero avatar gunn avatar hoelmer avatar jackdempsey avatar jdmorani avatar joshk avatar kaapa avatar kryzhovnik avatar lucasmazza avatar lucassimao avatar mattsears avatar ml avatar piotrj avatar rockdog avatar rosenfeld avatar ryanb avatar sferik avatar simaob avatar slawosz avatar snmgian avatar

Stargazers

 avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.