abda | Code and supplementary material for Automatic Bayesian | Machine Learning library

by probabilistic-learning Python Version: Current License: GPL-3.0

X-Ray Key Features Code Snippets Community Discussions(6)Vulnerabilities Install Support

kandi X-RAY | abda Summary

abda is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. abda has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. However abda build file is not available. You can download it from GitHub.

ABDA is a hierarchical probabilistic model taking into account both the uncertainties around random variable (RV) interactions and their (parametric) likelihood models. ABDA allows to deal with data heterogeneity (of statistical data types and likelihood models) and enables efficient probabilistic inference in those domains through a latent variable structure via sum-product networks.

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Support

abda has a low active ecosystem.

It has 17 star(s) with 1 fork(s). There are 5 watchers for this library.

It had no major release in the last 6 months.

abda has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of abda is current.

Quality

abda has no bugs reported.

Security

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

License

abda 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.

Reuse

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

abda has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed abda and discovered the below as its top functions. This is intended to give you an instant insight into abda implemented functionality, and help decide if they suit your requirements.

Infer data types of data types
Predict data
Evaluate the predictive data
Cross product of x
Calculate the BDA bibbs estimator
Compute the log likelihood of a node
Compute the weights for each node
Sample the weights from the given node
BFS search
Returns a list of all the nodes of the given type
Compute marginal likelihood based on leaf likelihood
Compute the log likelihood
Compute log - likelihood
Compute the likelihood of a leaf - likelihood
Return argument parser
Plots the mixture fitting data for each partition
Plots the mixture fitting fitting of a mixture of coefficients
Compute the variance of a leaf - likelihood
Construct a TypeMixture of type param_type
Generate random samples from a sum
Creates a random un - unconstrained version of a random distribution
Construct a TypeMixture for a given leaf_type
R Convert a string to a sphinx grammar
Calculate the log - likelihood of a node
Generates an explanation of the data
Compute aggregated stats for each group
Compute the weight weights for a given node
Create a piecewise Piecewise Piecewise Piecewise Piecewise
Sample weights from the given node distribution

Get all kandi verified functions for this library.

abda Key Features

No Key Features are available at this moment for abda.

abda Examples and Code Snippets

No Code Snippets are available at this moment for abda.

Community Discussions

Trending Discussions on abda

MySQL / mariaDB + phpmyadmin - multipolygon field export / import error

Pandas not corectly merged with wrong location and value

Json to C# models problem a class always returns null

mysql if value = "0" then get other value

Mastermind game using alphabets and validation in python

C# Dynamic Dictionary - Selecting Random Value from Dynamic Object

QUESTION

MySQL / mariaDB + phpmyadmin - multipolygon field export / import error

Asked 2022-Jan-31 at 14:27

I exported my database from my server including a multipolygon field from MySQL 5.6.51 with phpmyadmin v4.7.9. The table:

...

ANSWER

Answered 2022-Jan-31 at 14:27

Ordinary dump-restore operations don't handle geospatial data correctly. Sigh.

You could try creating a view of your data that exposes the WKT and then dumping that.

Source https://stackoverflow.com/questions/70926590

QUESTION

Pandas not corectly merged with wrong location and value

Asked 2021-Dec-02 at 14:38

I have some stock market data and I want to merge 2 CSV file that contain OHLCV value and another one is my own calculated value named "hd" added after column "Volume" with condition:

Matching the Ticker Name
Matching the Date

I just try this merging code with left method, but the output is wrong position of value and some column not merged, how to merge it correctly?

...

ANSWER

Answered 2021-Dec-02 at 14:38

It seems like some of the values in the "Date/Time" column have both date and time and some have only the date. Try keeping only the dates before merging:

Source https://stackoverflow.com/questions/70173144

QUESTION

Json to C# models problem a class always returns null

Asked 2020-Nov-24 at 13:38

Here is my json example:

...

ANSWER

Answered 2020-Nov-24 at 12:37

// Root myDeserializedClass = JsonConvert.DeserializeObject(myJsonResponse); 
    public class Sport    {
        public string id { get; set; } 
        public string name { get; set; } 
    }

    public class Category    {
        public string id { get; set; } 
        public string name { get; set; } 
    }

    public class Competition    {
        public string id { get; set; } 
        public string name { get; set; } 
    }

    public class Season    {
        public string id { get; set; } 
        public string name { get; set; } 
        public string start_date { get; set; } 
        public string end_date { get; set; } 
        public string year { get; set; } 
        public string competition_id { get; set; } 
    }

    public class Stage    {
        public int order { get; set; } 
        public string type { get; set; } 
        public string phase { get; set; } 
        public string start_date { get; set; } 
        public string end_date { get; set; } 
        public string year { get; set; } 
    }

    public class Round    {
        public int number { get; set; } 
    }

    public class Group    {
        public string id { get; set; } 
        public string name { get; set; } 
        public string group_name { get; set; } 
    }

    public class SportEventContext    {
        public Sport sport { get; set; } 
        public Category category { get; set; } 
        public Competition competition { get; set; } 
        public Season season { get; set; } 
        public Stage stage { get; set; } 
        public Round round { get; set; } 
        public List groups { get; set; } 
    }

    public class SportEventProperties    {
        public bool lineups { get; set; } 
        public bool extended_player_stats { get; set; } 
        public bool extended_team_stats { get; set; } 
        public string lineups_availability { get; set; } 
        public bool ballspotting { get; set; } 
        public bool commentary { get; set; } 
        public bool fun_facts { get; set; } 
        public bool goal_scorers { get; set; } 
        public string scores { get; set; } 
        public bool game_clock { get; set; } 
        public bool deeper_play_by_play { get; set; } 
        public bool deeper_player_stats { get; set; } 
        public bool deeper_team_stats { get; set; } 
        public bool basic_play_by_play { get; set; } 
        public bool basic_player_stats { get; set; } 
        public bool basic_team_stats { get; set; } 
    }

    public class Coverage    {
        public string type { get; set; } 
        public SportEventProperties sport_event_properties { get; set; } 
    }

    public class Competitor    {
        public string id { get; set; } 
        public string name { get; set; } 
        public string country { get; set; } 
        public string country_code { get; set; } 
        public string abbreviation { get; set; } 
        public string qualifier { get; set; } 
        public string gender { get; set; } 
    }

    public class Venue    {
        public string id { get; set; } 
        public string name { get; set; } 
        public int capacity { get; set; } 
        public string city_name { get; set; } 
        public string country_name { get; set; } 
        public string map_coordinates { get; set; } 
        public string country_code { get; set; } 
    }

    public class Referee    {
        public string id { get; set; } 
        public string name { get; set; } 
        public string type { get; set; } 
    }

    public class Ground    {
        public bool neutral { get; set; } 
    }

    public class SportEventConditions    {
        public List referees { get; set; } 
        public Ground ground { get; set; } 
    }

    public class SportEvent    {
        public string id { get; set; } 
        public DateTime start_time { get; set; } 
        public bool start_time_confirmed { get; set; } 
        public SportEventContext sport_event_context { get; set; } 
        public Coverage coverage { get; set; } 
        public List competitors { get; set; } 
        public Venue venue { get; set; } 
        public SportEventConditions sport_event_conditions { get; set; } 
    }

    public class PeriodScore    {
        public int home_score { get; set; } 
        public int away_score { get; set; } 
        public string type { get; set; } 
        public int number { get; set; } 
    }

    public class BallLocation    {
        public int order { get; set; } 
        public int x { get; set; } 
        public int y { get; set; } 
        public string qualifier { get; set; } 
    }

    public class Clock    {
        public string played { get; set; } 
    }

    public class SportEventStatus    {
        public string status { get; set; } 
        public string match_status { get; set; } 
        public int home_score { get; set; } 
        public int away_score { get; set; } 
        public List period_scores { get; set; } 
        public List ball_locations { get; set; } 
        public Clock clock { get; set; } 
    }

    public class Statistics2    {
        public int yellow_cards { get; set; } 
        public int yellow_red_cards { get; set; } 
        public int red_cards { get; set; } 
        public int corner_kicks { get; set; } 
        public int shots_total { get; set; } 
        public int shots_on_target { get; set; } 
        public int shots_off_target { get; set; } 
        public int shots_blocked { get; set; } 
        public int ball_possession { get; set; } 
        public int free_kicks { get; set; } 
        public int offsides { get; set; } 
        public int goal_kicks { get; set; } 
        public int throw_ins { get; set; } 
        public int shots_saved { get; set; } 
        public int fouls { get; set; } 
        public int injuries { get; set; } 
        public int cards_given { get; set; } 
        public int substitutions { get; set; } 
    }

    public class Statistics3    {
        public int goals_scored { get; set; } 
        public int yellow_cards { get; set; } 
        public int yellow_red_cards { get; set; } 
        public int red_cards { get; set; } 
        public int own_goals { get; set; } 
        public int assists { get; set; } 
        public int substituted_in { get; set; } 
        public int substituted_out { get; set; } 
        public int offsides { get; set; } 
        public int corner_kicks { get; set; } 
        public int shots_on_target { get; set; } 
        public int shots_off_target { get; set; } 
        public int shots_blocked { get; set; } 
    }

    public class Player    {
        public Statistics3 statistics { get; set; } 
        public string id { get; set; } 
        public string name { get; set; } 
        public bool starter { get; set; } 
    }

    public class Competitor2    {
        public string id { get; set; } 
        public string name { get; set; } 
        public string abbreviation { get; set; } 
        public string qualifier { get; set; } 
        public Statistics2 statistics { get; set; } 
        public List players { get; set; } 
    }

    public class Totals    {
        public List competitors { get; set; } 
    }

    public class Statistics    {
        public Totals totals { get; set; } 
    }

    public class Summary    {
        public SportEvent sport_event { get; set; } 
        public SportEventStatus sport_event_status { get; set; } 
        public Statistics statistics { get; set; } 
    }

    public class Root    {
        public DateTime generated_at { get; set; } 
        public List summaries { get; set; } 
    }

Source https://stackoverflow.com/questions/64986551

QUESTION

mysql if value = "0" then get other value

Asked 2020-Jun-04 at 07:21

I have a table as follows:

...

ANSWER

Answered 2020-Jun-02 at 04:27

I assume that both your year and equity columns are integers:

Source https://stackoverflow.com/questions/62144173

QUESTION

Mastermind game using alphabets and validation in python

Asked 2020-Mar-04 at 03:59

I am relatively new to coding and would like to create a mastermind game using letters instead of colors/numbers.

The secret code in my MasterMind is a sequence of 4 letters. Each letter in a secret code is unique, and is from ‘A’ to ‘H’. Some examples of valid secret code are “ABDF”, “EGHC” and “DAFE”.

The following examples are invalid:

“ABBG” – it contains duplicate characters of “B”.
“LHAD” – it contains character, “L”, outside of the range between “A” to “H”.
“DBA” –it contains only 3 characters instead of the required 4.

I currently have this done:

...

ANSWER

Answered 2020-Mar-04 at 03:59

Here is a way you can do this. random.sample() forms the secret code. A feedback list is prepared after each guess. For each letter in the guess it will show either (1) the letter, if it was in the correct position (2) True, if the letter is in the code but in the wrong position or (3) False, if it's not in the code at all. The count dictionary will keep count of how many letters were guessed in the wrong position.

Source https://stackoverflow.com/questions/60518529

QUESTION

C# Dynamic Dictionary - Selecting Random Value from Dynamic Object

Asked 2020-Feb-04 at 23:07

I've been exploring dynamic dictionaries as a potential solution to associating multiple strings with a single 'ID' string. What I need to do is assign a series of 4-letter text strings to a key that is also a 4-letter text string (each string is unique with a range of AAAA-ZZZZ).

The keys are 4-letter text strings like: "AAAA", "AAGB", etc. Each key can hold multiple 4-letter text strings: "ACFE", "AAFE", etc.

The goal is to select a key and then randomly select one of the dynamic values inside it. My current setup for testing is as follows:

...

ANSWER

Answered 2020-Feb-04 at 16:17

You should change your approach altogether. dynamic is intended for circumstances where you know something about the shape of the object you're dealing with (e.g. that is has a FooBar or i1 property), but you don't know what type it will be at compile-time (maybe it comes from an untyped language, like JavaScript or Python).

If your use case doesn't match those criteria, I'd say you're better off using Dictionaries for anything where you don't know (at compile-time) which part of the data you want (e.g. pulling values out at random), and using strong class types and interfaces for the shapes that should be known at compile-time.

Source https://stackoverflow.com/questions/60061372

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

Vulnerabilities

No vulnerabilities reported

Install abda

You can download it from GitHub.
You can use abda 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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