moana | Robust cell type classification of single-cell RNA | Genomics library

 by   yanailab Python Version: 0.1.1 License: No License

kandi X-RAY | moana Summary

kandi X-RAY | moana Summary

moana is a Python library typically used in Artificial Intelligence, Genomics, Tensorflow applications. moana has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can install using 'pip install moana' or download it from GitHub, PyPI.

This repository contains a Python implementation of Moana (Multi-resolution transcriptOmic ANAlysis framework), a framework for defining and predicting cell types in single-cell RNA-Seq data (Wagner and Yanai, 2018).
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              moana has a low active ecosystem.
              It has 18 star(s) with 4 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 3 open issues and 1 have been closed. On average issues are closed in 14 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of moana is 0.1.1

            kandi-Quality Quality

              moana has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              moana does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              moana 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.
              moana saves you 2165 person hours of effort in developing the same functionality from scratch.
              It has 4742 lines of code, 261 functions and 58 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed moana and discovered the below as its top functions. This is intended to give you an instant insight into moana implemented functionality, and help decide if they suit your requirements.
            • Plot genome components
            • Sum the values along a given axis
            • Return a list of ribosomal genes
            • Get the list of Mitochondrial genes
            • Plots the validation tne plot
            • Apply smoothing
            • Apply smoothing transformation
            • Plot a heatmap
            • Read a colorscale file
            • Calculate marker genes from cell labels
            • Generate a matplotlib plot for a given matrix
            • Apply smoothing to ExpMatrix
            • Get the annotation files for a given species
            • Calculate the decision function
            • Plots t - SNE
            • Convert expression matrix to gene names
            • Calculates the decision function values from the given matrix
            • Validate the classifier with num_genes
            • Given a matrix of expression values returns a list of alleles
            • Calculates the number of components for a given matrix
            • Predict the correlation matrix for each cluster
            • Plots the gene loading plot
            • Plots circular validation
            • Generate classification plot
            • Apply knn_smooth
            • Performs validation on the validation matrix
            Get all kandi verified functions for this library.

            moana Key Features

            No Key Features are available at this moment for moana.

            moana Examples and Code Snippets

            No Code Snippets are available at this moment for moana.

            Community Discussions

            QUESTION

            Problem with passing information/data from one screen to another screen from List
            Asked 2021-Nov-27 at 08:45

            I made a List with information of movies.

            ...

            ANSWER

            Answered 2021-Nov-26 at 08:17
            class MovieScreen extends StatefulWidget {
              //add these two lines
              final String photo;
              // required this.photo  is called a named parameter and you can add as many as you want
              const MovieScreen({Key? key, required this.photo}) : super(key: key);
              @override
              _MovieScreenState createState() => _MovieScreenState();
            }
            

            Source https://stackoverflow.com/questions/70116871

            QUESTION

            How to find nth data in python after special char?
            Asked 2021-Nov-26 at 20:09

            I have a file that contains some information in the line. I just want to print the words after the last character ∑. How can I do this?

            text:

            ...

            ANSWER

            Answered 2021-Nov-26 at 20:03

            You can just use the index [-1] as follows:

            Source https://stackoverflow.com/questions/70129514

            QUESTION

            Setting Volley for Nested RecyclerView
            Asked 2021-Nov-22 at 07:53

            What I want to make is a menu list for a cake shop, the menu have 3 categories and in each category have different menus.

            So I already have a nested RecyclerView in place, my problem is when I want to connect the RecyclerView with the database. I can make the Volley for the parent RecyclerView easily in the fragment, but its hard to make the StringRequest method for the child RecyclerView because I must set it in parent RecyclerView's adapter.

            UPDATE

            I narrowed down my problem, I already know how to make method inside the parent's adapter. Now I have another problem with the child RecyclerView StringRequest.

            According to the tutorial that I see here, to populate each category with different menus I must do it like this :

            ...

            ANSWER

            Answered 2021-Nov-22 at 07:53

            After a week of headache, finally I find a way to do it

            The key to my solution is using one StringRequest to populate both parent and child adapter. First, what I did is get both of the parent and child's data using one php file, This is how I did it :

            Source https://stackoverflow.com/questions/69960401

            QUESTION

            Mongodb Atlas Charts - Show grouped count in different columns
            Asked 2021-May-31 at 13:31

            I have a collection of "ofertas" in my DB and the data has this structure:

            ...

            ANSWER

            Answered 2021-May-31 at 13:31

            STEP 1 - CREATING A QUERY

            Your query is good. It will return the data that you need to create a requested chart. I tested it, and you will got as a response data in this format:

            Source https://stackoverflow.com/questions/67712338

            QUESTION

            Transpose specific rows into columns in pandas
            Asked 2021-Jan-10 at 00:49

            I have a dataset that has information like below:

            ...

            ANSWER

            Answered 2021-Jan-10 at 00:49

            QUESTION

            Mixed data in 2D list
            Asked 2021-Jan-09 at 18:52

            I have a 2D list which I have added several lines. Each line consists of a string and then 3 floats.

            ...

            ANSWER

            Answered 2021-Jan-09 at 18:29

            what I want to do is simply want to ignore the string elements of the list

            Array slicing is the perfect tool for this job.

            In each of your lists the 0th element is a string

            Source https://stackoverflow.com/questions/65645986

            QUESTION

            How to find the list that contains the higher value from nested list and return those lists?
            Asked 2020-Jul-10 at 17:36

            I have this nested list which contains duplicate entries:

            ...

            ANSWER

            Answered 2020-Jul-10 at 16:00

            There is likely a more elegant / pythonic solution to this problem, but here's one possible route:

            Source https://stackoverflow.com/questions/62837461

            QUESTION

            Elastic phrase prefix working phrase isnt
            Asked 2020-Jun-16 at 05:23

            I am trying to return all documents that contain a string in the userName & documentName.

            Data:

            ...

            ANSWER

            Answered 2020-Jun-16 at 05:23

            What you are looking for is the infix search and you need to have ngram tokenizer with a search time analyzer to achieve that.

            Complete example with your sample data

            Index mapping and setting

            Source https://stackoverflow.com/questions/62401269

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

            Vulnerabilities

            No vulnerabilities reported

            Install moana

            Moana requires Python version 3.5, 3.6, or 3.7, as well as the Python packages pandas, scikit-learn, and plotly. The easiest way to install Python as well as these packages is to download and install Anaconda. Anaconda is a distribution of Python that already includes a lot of packages, including pandas, scikit-learn, and plotly. Alternatively, you can download and install Miniconda, and use the conda command to create a new Python 3 environment and install the required packages. The latter option takes up less disk space but also requires some knowledge of how to use conda, the package/environment manager that underlies both Anaconda and Miniconda.

            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 moana

          • CLONE
          • HTTPS

            https://github.com/yanailab/moana.git

          • CLI

            gh repo clone yanailab/moana

          • sshUrl

            git@github.com:yanailab/moana.git

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