Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
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- cnn-mnist-1.4.1.py
- cnn-model-1.3.2.py
- linear-model-1.2.1.py
- mlp-mnist-1.3.2.py
- mnist-sampler-1.3.1.py
- plot-linear-1.1.1.py
- rnn-mnist-1.5.1.py
- rnn-model-1.3.1.py
- sgd-1.5.3.py
- sgd-2-min-1.5.4.py
- car.gif
- actor_weights-a2c.h5
- actor_weights-reinforce-baseline.h5
- encoder_weights-reinforce-baseline.h5
- value_weights-a2c.h5
- value_weights-reinforce-baseline.h5
- car.mp4
- actor_weights.h5
- encoder_weights.h5
- policygradient-car-10.1.1.py
- value_weights.h5
- Figure11.13.1.detection_unnormalized_offsets.png
- Figure11.13.2.detection_smooth_l1.png
- Figure11.13.3.detection_normalized.png
- Figure11.13.4.detection_normalized_smooth_l1.png
- Figure11.13.5.detection_normalized_smooth_l1_focal.png
- json2csv.py
- resize_json.py
- video_capture.py
- ResNet56v2-4layer-extra_anchors-drinks-200.h5
- ResNet56v2-4layer-norm-extra_anchors-drinks-200.h5
- ResNet56v2-4layer-norm-improved_loss-extra_anchors-drinks-200.h5
- ResNet56v2-4layer-norm-smooth_l1-extra_anchors-drinks-200.h5
- ResNet56v2-4layer-smooth_l1-extra_anchors-drinks-200.h5
- boxes.py
- common_utils.py
- config.py
- data_generator.py
- label_utils.py
- layer_utils.py
- loss.py
- model.py
- model_utils.py
- README.md
- resnet.py
- ssd-11.6.1.py
- video.py
- video_demo.py
- 0010019-bg.png
- 0010019-input.png
- 0010019-instance.png
- 0010019-panoptic.png
- 0010019-semantic.png
- network_architecture.png
- pixelwise_classifier.png
- sample_ground_truth.png
- sample_input.png
- sample_pixel_class.png
- sample_prediction.png
- generate_gt_segmentation.py
- plot_history.py
- ResNet56v2-3layer-drinks-best-iou.h5
- data_generator.py
- fcn-12.3.1.py
- model.py
- model_utils.py
- README.md
- resnet.py
- mine.png
- head1-best.h5
- head2-best.h5
- head3-best.h5
- head4-best.h5
- head5-best.h5
- data_generator.py
- iic-13.5.1.py
- mine-13.8.1.py
- utils.py
- vgg.py
- cnn-functional-2.1.1.py
- cnn-y-network-2.1.2.py
- densenet-cifar10-2.4.1.py
- resnet-cifar10-2.2.1.py
- sampler-cifar10-2.1.0.py
- corrupted_and_denoised.png
- corrupted_and_denoised_std_1.png
- corrupted_and_denoised_std_pt75.png
- dae_in.png
- dae_out.png
- digit_latent_codes.png
- gray_color_mayon.png
- gray_to_color.png
- latent_codes.png
- predicted_color_vs_gt.png
- colorized.png
- colorized_images.png
- corrupted_and_denoised.png
- test_color.png
- test_gray.png
- autoencoder-2dim-mnist-3.2.2.py
- autoencoder-mnist-3.2.1.py
- classifier-autoencoder-mnist-3.3.1.py
- colorization-autoencoder-cifar10-3.4.1.py
- denoising-autoencoder-mnist-3.3.1.py
- README.md
- cgan_mnist.gif
- dcgan_mnist.gif
- cgan-mnist-4.3.1.py
- cgan_mnist.h5
- dcgan-mnist-4.2.1.py
- dcgan_mnist.h5
- acgan_mnist.gif
- lsgan_mnist.gif
- wgan_mnist.gif
- acgan-mnist-5.3.1.py
- acgan_mnist.h5
- lsgan-mnist-5.2.1.py
- lsgan_mnist.h5
- plot-parallel-dist-5.1.1.py
- wgan-mnist-5.1.2.py
- wgan_mnist.h5
- infogan_mnist.gif
- stackedgan_mnist.gif
- infogan-mnist-6.1.1.py
- infogan_mnist.h5
- stackedgan-mnist-6.2.1.py
- stackedgan_mnist-gen0.h5
- stackedgan_mnist-gen1.h5
- cifar10_colorization.gif
- cifar10_colorized.png
- MNIST2SVHN.png
- MNIST_SVHN_samples.png
- MNISTSVHN_cycle.png
- SVHN2MNIST.png
- SVHNMNIST_cycle.png
- cifar10-sampler-7.1.2.py
- cifar10_utils.py
- cyclegan-7.1.1.py
- cyclegan_cifar10-g_source.h5
- cyclegan_cifar10-g_target.h5
- cyclegan_mnist_svhn-g_source.h5
- cyclegan_mnist_svhn-g_target.h5
- mnist_svhn_utils.py
- other_utils.py
- README.md
- svhn-sampler-7.1.3.py
- beta-cvae_cnn_mnist.tf.data-00000-of-00002
- beta-cvae_cnn_mnist.tf.data-00001-of-00002
- beta-cvae_cnn_mnist.tf.index
- checkpoint
- checkpoint
- cvae_cnn_mnist.tf.data-00000-of-00002
- cvae_cnn_mnist.tf.data-00001-of-00002
- cvae_cnn_mnist.tf.index
- beta10_cvae.png
- beta9_cvae.png
- beta_cvae.png
- cvae_cnn.png
- cvae_mean.png
- digits_over_latent.png
- digits_over_latent_mlp.png
- vae_mean.png
- vae_mean_cnn.png
- vae_mean_mlp.png
- checkpoint
- vae_cnn_mnist.tf.data-00000-of-00002
- vae_cnn_mnist.tf.data-00001-of-00002
- vae_cnn_mnist.tf.index
- checkpoint
- vae_mlp_mnist.tf.data-00000-of-00002
- vae_mlp_mnist.tf.data-00001-of-00002
- vae_mlp_mnist.tf.index
- cvae-cnn-mnist-8.2.1.py
- README.md
- vae-cnn-mnist-8.1.2.py
- vae-mlp-mnist-8.1.1.py
- cartpole.gif
- cartpole.mp4
- dqn-cartpole-9.6.1.py
- q-frozenlake-9.5.1.py
- q-frozenlake-slippery.npy
- q-frozenlake.npy
- q-learning-9.3.1.py
- __init__.py
- common_utils.py
- gan.py
- LICENSE
- README.md
- requirements.txt
# Use via CDN
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Command Glossary
Commands referenced in this DOCs, explained below.
conda activate
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conda activate
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:
conda create
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conda create
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):
conda install
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conda install
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:
git clone
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git clone
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:
nvidia-smi
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nvidia-smi
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:
pip install
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pip install
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:
pip uninstall
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pip uninstall
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:
python3
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python3
This command is an alias of `python`.
tldr python
View documentation for the original command:
add-apt-repository
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add-apt-repository
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:
apt-get
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apt-get
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:
apt
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apt
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 `*`):
reboot
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reboot
Reboot the system.
reboot
Reboot the system:
sudo reboot
Reboot immediately:
reboot {{[-p|--poweroff]}}
Power off the system (same as `poweroff`):
ubuntu-drivers
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ubuntu-drivers
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:
