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How to install tensorflow-federated via python pip

tensorflow-federated - TensorFlow Federated is an open-source federated learning framework., it belongs to Classifiers:

- Development Status :: 5 - Production/Stable
- Intended Audience :: Education
- Intended Audience :: Science/Research
- License :: OSI Approved :: Apache Software License
- Operating System :: POSIX
- Operating System :: POSIX :: Linux
- Programming Language :: Python :: 3 :: Only
- Topic :: Scientific/Engineering
- Topic :: Scientific/Engineering :: Artificial Intelligence
- Topic :: Scientific/Engineering :: Mathematics

When you know about this project and you want to new install tensorflow-federated to support your project or you get trouble as ModuleNotFoundError: No module named "tensorflow-federated" or ImportError: cannot import name "tensorflow-federated" in your project, let follow this tutorial to install tensorflow-federated

Installation:

Step 1: First, ensure you installed pip in your os, to check pip has been installed on your computer

In Windows (CMD):

py -m pip --version

In Unix/macOS:

python3 -m pip --version

Ensure pip, setuptools, and wheel are up to date:

In Windows (CMD):

py -m pip install --upgrade pip setuptools wheel

In Unix/macOS:

python3 -m pip install --upgrade pip setuptools wheel

Optional - If you want to install in virtual environment:

In Windows (CMD):

- Install virtualenv - if you installed it, please ignore

py -m pip install --user virtualenv

- Create a virtual environment

py -m venv test_tensorflow-federated_env

- Active the virtual environment

test_tensorflow-federated_env\Scripts\active

In Unix/macOS:

- Install virtualenv - if you installed it, please ignore

pip3 install virtualenv

- Create a virtual environment

python3 -m venv test_tensorflow-federated_env

- Active the virtual environment

source test_tensorflow-federated_env/bin/active

Step 2: OK, now, let flow below content to start the installation tensorflow-federated

To install tensorflow-federated on Windows(CMD):

py -m pip install tensorflow-federated

To install tensorflow-federated on Unix/macOs:

pip install tensorflow-federated

Step 3: If you want to install a specific tensorflow-federated version, add ==<tensorflow-federated version> to the end command line

Example: 

pip install tensorflow-federated==0.1.0

Please see the version list below table:

VersionReleased dateCommand
tensorflow-federated 0.33.02022-08-08T19:58:21Windows:

py -m pip install tensorflow-federated==0.33.0

Unix/macOs:

pip install tensorflow-federated==0.33.0

tensorflow-federated 0.32.02022-08-01T18:12:50Windows:

py -m pip install tensorflow-federated==0.32.0

Unix/macOs:

pip install tensorflow-federated==0.32.0

tensorflow-federated 0.31.02022-07-28T19:49:24Windows:

py -m pip install tensorflow-federated==0.31.0

Unix/macOs:

pip install tensorflow-federated==0.31.0

tensorflow-federated 0.30.02022-07-19T23:02:25Windows:

py -m pip install tensorflow-federated==0.30.0

Unix/macOs:

pip install tensorflow-federated==0.30.0

tensorflow-federated 0.29.02022-07-07T17:28:00Windows:

py -m pip install tensorflow-federated==0.29.0

Unix/macOs:

pip install tensorflow-federated==0.29.0

tensorflow-federated 0.28.02022-06-28T21:54:56Windows:

py -m pip install tensorflow-federated==0.28.0

Unix/macOs:

pip install tensorflow-federated==0.28.0

tensorflow-federated 0.27.02022-06-10T14:34:32Windows:

py -m pip install tensorflow-federated==0.27.0

Unix/macOs:

pip install tensorflow-federated==0.27.0

tensorflow-federated 0.26.02022-06-03T14:27:34Windows:

py -m pip install tensorflow-federated==0.26.0

Unix/macOs:

pip install tensorflow-federated==0.26.0

tensorflow-federated 0.24.02022-05-17T03:26:06Windows:

py -m pip install tensorflow-federated==0.24.0

Unix/macOs:

pip install tensorflow-federated==0.24.0

tensorflow-federated 0.23.02022-05-05T16:01:24Windows:

py -m pip install tensorflow-federated==0.23.0

Unix/macOs:

pip install tensorflow-federated==0.23.0

tensorflow-federated 0.22.02022-04-26T18:14:00Windows:

py -m pip install tensorflow-federated==0.22.0

Unix/macOs:

pip install tensorflow-federated==0.22.0

tensorflow-federated 0.21.02022-04-21T15:40:45Windows:

py -m pip install tensorflow-federated==0.21.0

Unix/macOs:

pip install tensorflow-federated==0.21.0

tensorflow-federated 0.20.02022-02-23T19:06:53Windows:

py -m pip install tensorflow-federated==0.20.0

Unix/macOs:

pip install tensorflow-federated==0.20.0

tensorflow-federated 0.19.02021-05-17T23:40:51Windows:

py -m pip install tensorflow-federated==0.19.0

Unix/macOs:

pip install tensorflow-federated==0.19.0

tensorflow-federated 0.18.02021-02-01T22:00:40Windows:

py -m pip install tensorflow-federated==0.18.0

Unix/macOs:

pip install tensorflow-federated==0.18.0

tensorflow-federated 0.17.02020-10-27T17:42:29Windows:

py -m pip install tensorflow-federated==0.17.0

Unix/macOs:

pip install tensorflow-federated==0.17.0

tensorflow-federated 0.16.12020-07-29T01:01:05Windows:

py -m pip install tensorflow-federated==0.16.1

Unix/macOs:

pip install tensorflow-federated==0.16.1

tensorflow-federated 0.16.02020-07-28T20:34:23Windows:

py -m pip install tensorflow-federated==0.16.0

Unix/macOs:

pip install tensorflow-federated==0.16.0

tensorflow-federated 0.15.02020-07-16T22:47:00Windows:

py -m pip install tensorflow-federated==0.15.0

Unix/macOs:

pip install tensorflow-federated==0.15.0

tensorflow-federated 0.14.02020-05-18T23:37:51Windows:

py -m pip install tensorflow-federated==0.14.0

Unix/macOs:

pip install tensorflow-federated==0.14.0

tensorflow-federated 0.13.12020-03-17T01:04:10Windows:

py -m pip install tensorflow-federated==0.13.1

Unix/macOs:

pip install tensorflow-federated==0.13.1

tensorflow-federated 0.13.02020-03-17T00:04:00Windows:

py -m pip install tensorflow-federated==0.13.0

Unix/macOs:

pip install tensorflow-federated==0.13.0

tensorflow-federated 0.12.02020-02-12T21:13:46Windows:

py -m pip install tensorflow-federated==0.12.0

Unix/macOs:

pip install tensorflow-federated==0.12.0

tensorflow-federated 0.11.02019-11-26T23:02:38Windows:

py -m pip install tensorflow-federated==0.11.0

Unix/macOs:

pip install tensorflow-federated==0.11.0

tensorflow-federated 0.10.12019-10-31T19:05:17Windows:

py -m pip install tensorflow-federated==0.10.1

Unix/macOs:

pip install tensorflow-federated==0.10.1

tensorflow-federated 0.10.02019-10-31T18:09:47Windows:

py -m pip install tensorflow-federated==0.10.0

Unix/macOs:

pip install tensorflow-federated==0.10.0

tensorflow-federated 0.9.02019-10-07T20:16:13Windows:

py -m pip install tensorflow-federated==0.9.0

Unix/macOs:

pip install tensorflow-federated==0.9.0

tensorflow-federated 0.7.02019-07-12T04:49:02Windows:

py -m pip install tensorflow-federated==0.7.0

Unix/macOs:

pip install tensorflow-federated==0.7.0

tensorflow-federated 0.6.02019-06-26T21:40:45Windows:

py -m pip install tensorflow-federated==0.6.0

Unix/macOs:

pip install tensorflow-federated==0.6.0

tensorflow-federated 0.5.02019-05-29T06:58:48Windows:

py -m pip install tensorflow-federated==0.5.0

Unix/macOs:

pip install tensorflow-federated==0.5.0

tensorflow-federated 0.4.02019-04-19T18:54:49Windows:

py -m pip install tensorflow-federated==0.4.0

Unix/macOs:

pip install tensorflow-federated==0.4.0

tensorflow-federated 0.3.02019-03-26T21:23:06Windows:

py -m pip install tensorflow-federated==0.3.0

Unix/macOs:

pip install tensorflow-federated==0.3.0

tensorflow-federated 0.2.02019-03-13T00:19:50Windows:

py -m pip install tensorflow-federated==0.2.0

Unix/macOs:

pip install tensorflow-federated==0.2.0

tensorflow-federated 0.1.02019-02-22T22:27:40Windows:

py -m pip install tensorflow-federated==0.1.0

Unix/macOs:

pip install tensorflow-federated==0.1.0

Step 4: Otherwise, you can install tensorflow-federated from local archives:

Download the distribution file from tensorflow_federated-0.33.0-py2.py3-none-any.whl or the specific tensorflow-federated version in the below list of distribution

After that, install by command:

On Windows(CMD):

py -m pip install <path_to_tensorflow-federated_downloaded_file>

On Unix/macOs:

pip install <path_to_tensorflow-federated_downloaded_file>

List distribution:

Project link:

- Homepage
- Download

 

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