Advanced-Deep-Learning-with-Keras

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Advanced Deep Learning with Keras, published by Packt

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  • README.md
  • requirements.txt

# Use via CDN

jsDelivr

jsDelivr serves any public GitHub repository as a CDN with zero setup. Pick a version and a file to get a ready-to-paste link and snippet.

Command Glossary

Commands referenced in this DOCs, explained below.

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conda activate

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Activate a conda environment.
See also: `conda deactivate`.

conda activate myenv

Activate an existing environment named `myenv`:

conda activate {{path/to/myenv}}

Activate an existing environment located at custom path:

conda activate --stack myenv

Stack `myenv` environment on top of a previous environment making libraries/commands/variables from both accessible:

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conda create

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Create new conda environments.

conda create {{[-y|--yes]}} {{[-n|--name]}} py39 python=3.9 "numpy>=1.11" scipy

Create a new environment named `py39`, install Python 3.9, NumPy v1.11 or above in it, and the latest stable version of SciPy. Say yes to all confirmations:

conda create {{[-n|--name]}} myenv --file {{file1.yml}} --file {{file2.yml}}

Create a new environment named `myenv` and install packages listed in files:

conda create {{[-p|--prefix]}} {{path/to/myenv}}

Create a new environment at a custom path (i.e. prefix):

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conda install

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Install packages into an existing conda environment.

conda install {{package1 package2 ...}}

Install one or more package into the currently active conda environment:

conda install {{[-c|--channel]}} conda-forge {{package}}

Install a single package into the currently active conda environment using channel conda-forge:

conda install {{[-c|--channel]}} conda-forge --override-channels {{package}}

Install a single package into the currently active conda environment using channel conda-forge and ignoring other channels:

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git clone

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Clone an existing repository.

git clone {{remote_repository_location}} {{path/to/directory}}

Clone an existing repository into a new directory (the default directory is the repository name):

git clone --recursive {{remote_repository_location}}

Clone an existing repository and its submodules:

git clone {{[-n|--no-checkout]}} {{remote_repository_location}}

Clone only the `.git` directory of an existing repository:

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nvidia-smi

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Aid the management and monitoring of NVIDIA GPU devices.

nvidia-smi

Display information on all available GPUs and processes using them:

nvidia-smi {{[-q|--query]}}

Display more detailed GPU information:

nvidia-smi dmon

Monitor overall GPU usage with 1-second update interval:

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pip install

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Install Python packages.

pip install {{package1 package2 ...}}

Install one or more packages:

pip install {{package1 package2 ...}} {{[-U|--upgrade]}}

Upgrade all specified packages to the latest version, installing any that are not already present:

pip install {{package}}=={{version}}

Install a specific version of a package:

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pip uninstall

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Uninstall Python packages.

pip uninstall {{package}}

Uninstall a package:

pip uninstall {{[-r|--requirement]}} {{path/to/requirements.txt}}

Uninstall packages listed in a specific file:

pip uninstall {{[-y|--yes]}} {{package}}

Uninstall package without asking for confirmation:

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python3

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This command is an alias of `python`.

tldr python

View documentation for the original command:

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add-apt-repository

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Manage `apt` repository definitions.

add-apt-repository {{repository_spec}}

Add a new `apt` repository:

add-apt-repository {{[-r|--remove]}} {{repository_spec}}

Remove an `apt` repository:

add-apt-repository --update {{repository_spec}}

Update the package cache after adding a repository:

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apt-get

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Debian and Ubuntu package management utility.
Search for packages using `apt-cache`.
It is recommended to use `apt` when used interactively in Ubuntu versions 16.04 and later.

sudo apt-get update

Update the list of available packages and versions (it's recommended to run this before other `apt-get` commands):

sudo apt-get install {{package}}

Install a package, or update it to the latest available version:

sudo apt-get remove {{package}}

Remove a package:

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apt

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Package manager for Debian-based distributions.
Intended as a user-friendly alternative to `apt-get` for interactive use.
For equivalent commands in other package managers, see <https://wiki.archlinux.org/title/Pacman/Rosetta>.

sudo apt update

Update the list of available packages and versions (recommended before running other `apt` commands):

apt search {{package}}

Search packages by name or description:

apt list {{package}}

Search packages by name only (supports wildcards like `*`):

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reboot

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Reboot the system.

reboot

Reboot the system:

sudo reboot

Reboot immediately:

reboot {{[-p|--poweroff]}}

Power off the system (same as `poweroff`):

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ubuntu-drivers

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Install drivers on Ubuntu.

sudo ubuntu-drivers list

List available drivers for the current hardware:

sudo ubuntu-drivers install

Install drivers for detected hardware:

ubuntu-drivers

Display help:

// repository documentation