tutorials | - PyTorch tutorials | Learning library

 by   pytorch Python Version: Current License: BSD-3-Clause

kandi X-RAY | tutorials Summary

kandi X-RAY | tutorials Summary

tutorials is a Python library typically used in Tutorial, Learning, Pytorch applications. tutorials has no bugs, it has build file available, it has a Permissive License and it has medium support. However tutorials has 1 vulnerabilities. You can download it from GitHub.

PyTorch tutorials.
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            kandi-support Support

              tutorials has a medium active ecosystem.
              It has 7073 star(s) with 3773 fork(s). There are 179 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 122 open issues and 534 have been closed. On average issues are closed in 591 days. There are 55 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of tutorials is current.

            kandi-Quality Quality

              tutorials has 0 bugs and 0 code smells.

            kandi-Security Security

              tutorials has 1 vulnerability issues reported (0 critical, 1 high, 0 medium, 0 low).
              tutorials code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              tutorials is licensed under the BSD-3-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              tutorials releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              It has 13091 lines of code, 727 functions and 130 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed tutorials and discovered the below as its top functions. This is intended to give you an instant insight into tutorials implemented functionality, and help decide if they suit your requirements.
            • Train a CIFAR model .
            • Runs the trainer .
            • Run training loop .
            • Get a style model for a cnn .
            • Run the style transfer function .
            • Return a list of images .
            • Train the dataset .
            • Train the model .
            • Optimize the model .
            • Fuse the forward pass graph .
            Get all kandi verified functions for this library.

            tutorials Key Features

            No Key Features are available at this moment for tutorials.

            tutorials Examples and Code Snippets

            Python Tutorials for NLP, ML, AI,Introduction,Installing Jupyter
            Jupyter Notebookdot img1Lines of Code : 14dot img1License : Permissive (Apache-2.0)
            copy iconCopy
            sudo apt install python3-pip python3-dev
            
            sudo -H pip3 install -U pip
            
            sudo -H pip3 install -U jupyter jupyterlab
            
            sudo -H pip3 install -U plotly
            
            sudo -H pip3 install -U py4j
            sudo -H pip3 install -U pandas
            sudo -H pip3 install -U beakerx
            
            sudo -H be  
            copy iconCopy
            # in ./docs
            make html
            
            # root directory
            make html
            
            html_theme = 'pytorch_sphinx_theme'
            html_theme_path = ["../../../pytorch_sphinx_theme"]
            
            {
              "TUTORIALS_DIR": "../tutorials",
              "DOCS_DIR": "../pytorch/docs/source"
            }
            
            
            grunt --project=docs
            
            grunt --  
            sparkr-tutorials,Getting Started with SparkR Tutorials
            Rdot img3Lines of Code : 10dot img3License : Strong Copyleft (GPL-3.0)
            copy iconCopy
            if (nchar(Sys.getenv("SPARK_HOME")) < 1) {
              Sys.setenv(SPARK_HOME = "/home/spark")
            }
            
            # Load the SparkR library
            library(SparkR)
            
            # Initiate a SparkR session
            sparkR.session()
            
            sparkR.session.stop()
              
            Create a csv dataset from a csv file .
            pythondot img4Lines of Code : 296dot img4License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def make_csv_dataset_v2(
                file_pattern,
                batch_size,
                column_names=None,
                column_defaults=None,
                label_name=None,
                select_columns=None,
                field_delim=",",
                use_quote_delim=True,
                na_value="",
                header=True,
                num_epochs=  
            Distribute the dataset .
            pythondot img5Lines of Code : 120dot img5License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def experimental_distribute_dataset(self, dataset, options=None):
                # pylint: disable=line-too-long
                """Creates `tf.distribute.DistributedDataset` from `tf.data.Dataset`.
            
                The returned `tf.distribute.DistributedDataset` can be iterated over
              
            Returns a scoped scope .
            pythondot img6Lines of Code : 93dot img6License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def scope(self):
                """Context manager to make the strategy current and distribute variables.
            
                This method returns a context manager, and is used as follows:
            
                >>> strategy = tf.distribute.MirroredStrategy(["GPU:0", "GPU:1"])
                >  

            Community Discussions

            QUESTION

            Invalid CSS value error while Customizing Bootstrap 5 colors with sass 3
            Asked 2022-Mar-22 at 12:49

            I want to change bootstrap's default theme-colors with SASS , the problem is when I change a color and compile , it gives me invalid CSS value error.

            I've read the docs and saw some tutorials on YouTube but I can't see where is the problem

            I'm using bootstrap 5.1.0 , sass 3 this is my scss file:

            ...

            ANSWER

            Answered 2021-Aug-24 at 14:36

            You need to import functions and mixins too...

            Source https://stackoverflow.com/questions/68909199

            QUESTION

            How do I resolve error message: "Inheritance from an interface with '@JvmDefault' members is only allowed with -Xjvm-default option"
            Asked 2022-Mar-19 at 21:08

            I'm new to Android development and I'm currently building my first real app. I'm trying to implement a MVVM architecture and because of that I'm having a viewModel for each fragment and each viewModel has a viewModelFactory. At least, this is how I understood it has to be.

            I use the boilerplate code everyone seems to use for the factory:

            ...

            ANSWER

            Answered 2022-Feb-25 at 16:53

            It seems like you are either directly or indirectly (through some other library) depending on Lifecycle 2.5.0-alpha01.

            As per this issue:

            You need to temporarily add following to your build.gradle:

            Source https://stackoverflow.com/questions/70992947

            QUESTION

            How to show error message in OutlinedTextField in Jetpack Compose
            Asked 2022-Mar-19 at 19:24

            I need to show error message in OutlinedTextField and I don't find any documentation about how to do it. I found several ways in tutorials, for example to create custom input field with hint or create Text just below input field, but they very old and maybe there is a better way. I need show error message like this:

            Code:

            ...

            ANSWER

            Answered 2022-Jan-18 at 13:30

            Compose 1.0.x doesn't support an errorMessage field.

            You can use something like:

            Source https://stackoverflow.com/questions/68573228

            QUESTION

            Why is HttpRepl unable to find an OpenAPI description? The command "ls" does not show available endpoints
            Asked 2022-Mar-14 at 10:00

            I am working through the Microsoft Learn tutorials to "Create a web API with ASP.Net Core".

            Under the heading, "Build and test the web API", at instruction (5) I am getting a response, "Unable to find an OpenAPI description".

            For step (6) when executing the "ls" command I get the response, "No directory structure has been set, so there is nothing to list. Use the 'connect' command to set a directory structure based on an OpenAPI description". I have tried the "connect" command suggested here and have tried "dir" as an alternative to "ls".

            I can successfully change directories in step (7) and execute the GET request for step (8) and receive the expected reply. However, it really bothers me the "ls" command is not working here and seems like an important function of the httprepl tool.

            How can I get the "ls" command to work here or tell me why does it not work?

            ...

            ANSWER

            Answered 2021-Nov-23 at 00:52

            In step 5 HttpRepl emits the warning Unable to find an OpenAPI description, which means that it can't find the swagger endpoint, and therefore the ls command wont work.

            I assume you are using VS Code and ASP.NET Core 5.0. Here is my output from running dotnet --version:

            Source https://stackoverflow.com/questions/69278068

            QUESTION

            What is a "closure" in Julia?
            Asked 2022-Feb-03 at 18:34

            I am learning how to write a Maximum Likelihood implementation in Julia and currently, I am following this material (highly recommended btw!). So the thing is I do not fully understand what a closure is in Julia nor when should I actually use it. Even after reading the official documentation the concept still remain a bit obscure to me.

            For instance, in the tutorial, I mentioned the author defines the log-likelihood function as:

            ...

            ANSWER

            Answered 2022-Feb-03 at 18:34

            In the context you ask about you can think that closure is a function that references to some variables that are defined in its outer scope (for other cases see the answer by @phipsgabler). Here is a minimal example:

            Source https://stackoverflow.com/questions/70969919

            QUESTION

            How can I configure Hardhat to work with RSK regtest blockchain?
            Asked 2022-Jan-20 at 08:01

            I intend to develop my smart contracts in Hardhat, and to test them on RSK regtest local node. I was able to find a Truffle regtest configuration.

            ...

            ANSWER

            Answered 2022-Jan-20 at 08:01

            To deploy and test your smart contracts on RSK regtest yourhardhat.config.js should look as follows:

            Source https://stackoverflow.com/questions/70782281

            QUESTION

            running a vite dev server inside a docker container
            Asked 2021-Dec-28 at 23:42

            I have a Vue-cli app that I'm trying to convert to vite. I am using Docker to run the server. I looked at a couple tutorials and got vite to run in development mode without errors. However, the browser can't access the port. That is, when I'm on my macbook's command line (outside of Docker) I can't curl it:

            ...

            ANSWER

            Answered 2021-Nov-22 at 15:54

            I figured it out. I needed to add a "host" attribute in the config, so now my vite.config.ts file is:

            Source https://stackoverflow.com/questions/70012970

            QUESTION

            FirebaseOptions cannot be null when creating the default app
            Asked 2021-Dec-25 at 09:13

            I am trying to try a sample project in Flutter integration email and google based login, and planning to use firebase initialisation for doing it while I have followed all the steps as mentioned in tutorials I am getting this error as soon as firebase is attempted to be initialised.

            ...

            ANSWER

            Answered 2021-Dec-25 at 09:13

            UPDATE:

            For your firebase_core version is seems to be sufficient to pass the FirebaseOptions once you initialize firebase in your flutter code (and you don't need any script tags in your index.html):

            Source https://stackoverflow.com/questions/70232931

            QUESTION

            Approaches for using RTK-Query hooks inside functions?
            Asked 2021-Dec-03 at 08:20

            I've successfully written my application using Axios to fetch content. As of now, it's set up to fetch content when certain events happen (like the submit button has been clicked.) However, I'm experimenting with Redux's RTK-Query solution. This package generates hooks and in their examples, they provide simple component-level examples that call the hooks on mount.

            How can I leverage these rtk-hooks (and hooks in general) so I can tie them to behaviors like onClick, onSubmit, and conditional events? I'm aware this conflicts with the rules-of-hooks guidelines, but I can't imagine RTK-Query would be so limited as to only allow component-level onMount API calls.

            some related articles I'm reading while I try to figure this out / wait for a helpful example:

            The second article seems somewhat relevant but I feel like its beating too far off the path and is making question if it's even worth having rtk-query installed. I might as well just use axios since it can be used anywhere in my components and logic. Can someone educate me on how to approach this problem? I'm new to rtk-query, it seems really cool but it also seems really restrictive in its implementation approaches.

            Here is an example of my api.ts slice: ...

            ANSWER

            Answered 2021-Sep-08 at 07:49

            If you use a query, you would use local component state to set the query parameter

            Source https://stackoverflow.com/questions/69096035

            QUESTION

            Achieve Unique Column Width for each Cell in Different Rows with a GridPane?
            Asked 2021-Nov-24 at 16:43

            I am trying to model credit card data in JavaFx using a GridPane:

            My model contains 3 rows (Note: each field is comprised of label + text field):

            Row 1: First name and last name (4 fields)

            Row 2: Credit card number (2 fields)

            Row 3: Expiration date - month, year + CVV (6 fields)

            See screenshot below:

            I was reading this tutorial which states:

            All cells in the same row will have the same height, and all cells in the same column will have the same width. Different rows can have different heights and different columns can have different widths.

            Are there any workarounds to to have different size columns on a row by row basis in a GridPane?

            ...

            ANSWER

            Answered 2021-Nov-24 at 00:54

            For the specific layout in the image, I would use a VBox with HBox for rows:

            Source https://stackoverflow.com/questions/70088871

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

            Vulnerabilities

            No vulnerabilities reported

            Install tutorials

            You can download it from GitHub.
            You can use tutorials 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

            We use sphinx-gallery's notebook styled examples to create the tutorials. Syntax is very simple. In essence, you write a slightly well formatted python file and it shows up as documentation page.
            Find more information at:

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            CLONE
          • HTTPS

            https://github.com/pytorch/tutorials.git

          • CLI

            gh repo clone pytorch/tutorials

          • sshUrl

            git@github.com:pytorch/tutorials.git

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