Machine-Learning-main
15_processing_sequences_using_rnns_and_cnns.ipynb
1.19MB
08_dimensionality_reduction.ipynb
3.53MB
images
classification
README
34B
unsupervised_learning
README
34B
distributed
README
34B
ann
README
34B
end_to_end_project
README
34B
tensorflow
README
34B
autoencoders
README
34B
nlp
README
34B
cnn
README
34B
deep
README
34B
ensembles
README
34B
training_linear_models
README
34B
fundamentals
README
34B
svm
README
34B
rl
README
34B
breakout.gif
109KB
decision_trees
README
34B
rnn
README
34B
changes_in_2nd_edition.md
9KB
environment.yml
1KB
09_unsupervised_learning.ipynb
3.78MB
extra_autodiff.ipynb
32KB
work_in_progress
extra_tensorflow_reproducibility.ipynb
55KB
extra_capsnets-cn.ipynb
292KB
extra_capsnets.ipynb
250KB
07_ensemble_learning_and_random_forests.ipynb
539KB
INSTALL.md
5KB
10_neural_nets_with_keras.ipynb
447KB
math_linear_algebra.ipynb
657KB
12_custom_models_and_training_with_tensorflow.ipynb
182KB
LICENSE
10KB
19_training_and_deploying_at_scale.ipynb
54KB
tools_numpy.ipynb
615KB
math_differential_calculus.ipynb
593KB
03_classification.ipynb
799KB
extra_gradient_descent_comparison.ipynb
303KB
17_autoencoders_and_gans.ipynb
6.04MB
11_training_deep_neural_networks.ipynb
409KB
README (2).md
4KB
docker
bin
rm_empty_subdirs
2KB
nbclean_checkpoints
5KB
tensorboard
44B
nbdiff_checkpoint
583B
bashrc.bash
89B
Dockerfile
3KB
.env
33B
docker-compose.yml
516B
Makefile
263B
jupyter_notebook_config.py
691B
README.md
3KB
apt.txt
129B
requirements.txt
3KB
index.ipynb
5KB
environment-windows.yml
1KB
.gitignore
281B
tools_matplotlib.ipynb
3.43MB
05_support_vector_machines.ipynb
889KB
06_decision_trees.ipynb
214KB
04_training_linear_models.ipynb
751KB
16_nlp_with_rnns_and_attention.ipynb
306KB
README.md
45B
14_deep_computer_vision_with_cnns.ipynb
4.16MB
02_end_to_end_machine_learning_project.ipynb
1.27MB
book_equations.pdf
993KB
tools_pandas.ipynb
441KB
18_reinforcement_learning.ipynb
287KB
13_loading_and_preprocessing_data.ipynb
578KB
01_the_machine_learning_landscape.ipynb
281KB
datasets
housing
housing.csv
1.36MB
housing.tgz
400KB
README.md
4KB
inception
imagenet_class_names.txt
31KB
lifesat
oecd_bli_2015.csv
393KB
gdp_per_capita.csv
35KB
README.md
4KB
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