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GitHub / lukanovak93 / advanced-machine-learning-specialization

Coursera Advanced Machine Learning Specialization by National Research University Higher School of Economics

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lukanovak93%2Fadvanced-machine-learning-specialization

Stars: 32
Forks: 15
Open Issues: 59

License: None
Language: Jupyter Notebook
Repo Size: 48 MB
Dependencies: 324

Created: almost 5 years ago
Updated: about 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago

Topics: coursera, deep-learning, machine-learning, python, specialization

Files

Readme

Dependencies

deep-learining-in-computer-vision/requirements.txt pypi

Distance ==0.1.3
Jinja2 ==2.11.1
Keras ==2.3.1
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.2.1
MarkupSafe ==1.1.1
Pillow ==7.0.0
PyWavelets ==1.1.1
PyYAML ==5.3.1
Pygments ==2.6.1
Send2Trash ==1.5.0
Werkzeug ==1.0.0
absl-py ==0.9.0
astor ==0.8.1
attrs ==19.3.0
backcall ==0.1.0
bleach ==3.1.3
cachetools ==4.0.0
certifi ==2019.11.28
chardet ==3.0.4
colorama ==0.4.3
cycler ==0.10.0
decorator ==4.4.2
defusedxml ==0.6.0
entrypoints ==0.3
et-xmlfile ==1.0.1
gast ==0.2.2
google-auth ==1.11.3
google-auth-oauthlib ==0.4.1
google-pasta ==0.2.0
grpcio ==1.27.2
h5py ==2.10.0
idna ==2.9
imageio ==2.8.0
importlib-metadata ==1.5.0
ipykernel ==5.1.4
ipython ==7.13.0
ipython-genutils ==0.2.0
jdcal ==1.4.1
jedi ==0.16.0
joblib ==0.14.1
json5 ==0.9.0
jsonschema ==3.2.0
jupyter-client ==6.1.0
jupyter-core ==4.6.3
jupyterlab ==2.0.1
jupyterlab-server ==1.0.7
kiwisolver ==1.1.0
matplotlib ==3.2.1
mistune ==0.8.4
nbconvert ==5.6.1
nbformat ==5.0.4
networkx ==2.4
notebook ==6.0.3
numpy ==1.18.2
oauthlib ==3.1.0
opencv-python ==4.2.0.32
opt-einsum ==3.2.0
pandas ==1.0.3
pandocfilters ==1.4.2
parso ==0.6.2
pickleshare ==0.7.5
prometheus-client ==0.7.1
prompt-toolkit ==3.0.4
protobuf ==3.11.3
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pyparsing ==2.4.6
pyrsistent ==0.15.7
python-dateutil ==2.8.1
pytz ==2019.3
pywin32 ==227
pywinpty ==0.5.7
pyzmq ==19.0.0
requests ==2.23.0
requests-oauthlib ==1.3.0
rsa ==4.0
scikit-image ==0.16.2
scikit-learn ==0.22.2.post1
scipy ==1.2.0
six ==1.14.0
sklearn ==0.0
tensorboard ==2.1.1
tensorflow ==2.1.0
tensorflow-estimator ==2.1.0
termcolor ==1.1.0
terminado ==0.8.3
testpath ==0.4.4
tornado ==6.0.4
traitlets ==4.3.3
urllib3 ==1.25.8
wcwidth ==0.1.8
webencodings ==0.5.1
wincertstore ==0.2
wrapt ==1.12.1
xlrd ==1.2.0
zipp ==3.1.0

hadron-collider-machine-learning/requirements.txt pypi

natural-language-processing/common/requirements_colab.txt pypi

ChatterBot ==0.7.6
backports.weakref ==1.0.post1
enum34 ==1.1.6
funcsigs ==1.0.2
gensim ==3.8.0
jedi ==0.11.0
libarchive ==0.4.4
mock ==2.0.0
parso ==0.1.0
pbr ==3.1.1
regex ==2017.11.9
tqdm *

practical-reinforcement-learning/requirements.txt pypi

Jinja2 ==2.10.3
Keras ==2.2.4
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.1.1
MarkupSafe ==1.1.1
Pillow ==7.0.0
PyWavelets ==1.1.1
PyYAML ==5.3
Pygments ==2.5.2
Send2Trash ==1.5.0
Werkzeug ==0.16.0
absl-py ==0.9.0
astor ==0.8.1
atari-py ==0.2.6
attrs ==19.3.0
backcall ==0.1.0
bleach ==1.5.0
cachetools ==4.0.0
certifi ==2019.11.28
chardet ==3.0.4
cloudpickle ==1.2.2
cycler ==0.10.0
decorator ==4.4.1
defusedxml ==0.6.0
entrypoints ==0.3
enum34 ==1.1.6
future ==0.18.2
gast ==0.2.2
google-auth ==1.10.1
google-auth-oauthlib ==0.4.1
google-pasta ==0.1.8
grpcio ==1.26.0
gym ==0.15.4
h5py ==2.10.0
html5lib ==0.9999999
idna ==2.8
imageio ==2.6.1
importlib-metadata ==1.4.0
imutils ==0.5.3
ipykernel ==5.1.3
ipython ==7.11.1
ipython-genutils ==0.2.0
jedi ==0.15.2
joblib ==0.14.1
json5 ==0.8.5
jsonschema ==3.2.0
jupyter-client ==5.3.4
jupyter-core ==4.6.1
jupyterlab ==1.2.4
jupyterlab-server ==1.0.6
kiwisolver ==1.1.0
matplotlib ==3.1.2
mistune ==0.8.4
mock ==3.0.5
more-itertools ==8.1.0
nbconvert ==5.6.1
nbformat ==5.0.3
networkx ==2.4
notebook ==6.0.2
numpy ==1.18.1
oauthlib ==3.1.0
opencv-python ==4.1.2.30
opt-einsum ==3.1.0
pandas ==0.25.3
pandocfilters ==1.4.2
parso ==0.5.2
pexpect ==4.7.0
pickleshare ==0.7.5
prometheus-client ==0.7.1
prompt-toolkit ==3.0.2
protobuf ==3.11.2
ptyprocess ==0.6.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pyglet ==1.3.2
pyparsing ==2.4.6
pyrsistent ==0.15.7
python-dateutil ==2.8.1
pytz ==2019.3
pyzmq ==18.1.1
requests ==2.22.0
requests-oauthlib ==1.3.0
rsa ==4.0
scikit-image ==0.16.2
scikit-learn ==0.22.1
scipy ==1.4.1
six ==1.13.0
tensorboard ==1.14.0
tensorflow ==1.14.0
tensorflow-estimator ==1.14.0
termcolor ==1.1.0
terminado ==0.8.3
testpath ==0.4.4
tornado ==6.0.3
tqdm ==4.42.0
traitlets ==4.3.3
urllib3 ==1.25.7
wcwidth ==0.1.8
webencodings ==0.5.1
wrapt ==1.11.2
zipp ==1.0.0

practical-reinforcement-learning/week_6/seq2seq/requirements_seq2seq.txt pypi

Jinja2 ==2.10.3
Keras ==2.2.4
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
Markdown ==3.1.1
MarkupSafe ==1.1.1
Pillow ==7.0.0
PyWavelets ==1.1.1
PyYAML ==5.3
Pygments ==2.5.2
Send2Trash ==1.5.0
Werkzeug ==0.16.0
absl-py ==0.9.0
astor ==0.8.1
atari-py ==0.2.6
attrs ==19.3.0
backcall ==0.1.0
bleach ==1.5.0
cachetools ==4.0.0
certifi ==2019.11.28
chardet ==3.0.4
cloudpickle ==1.2.2
cycler ==0.10.0
decorator ==4.4.1
defusedxml ==0.6.0
editdistance ==0.5.3
entrypoints ==0.3
enum34 ==1.1.6
future ==0.18.2
gast ==0.2.2
google-auth ==1.10.1
google-auth-oauthlib ==0.4.1
google-pasta ==0.1.8
grpcio ==1.26.0
gym ==0.15.4
h5py ==2.10.0
html5lib ==0.9999999
idna ==2.8
imageio ==2.6.1
importlib-metadata ==1.4.0
imutils ==0.5.3
ipykernel ==5.1.3
ipython ==7.11.1
ipython-genutils ==0.2.0
jedi ==0.15.2
joblib ==0.14.1
json5 ==0.8.5
jsonschema ==3.2.0
jupyter-client ==5.3.4
jupyter-core ==4.6.1
jupyterlab ==1.2.4
jupyterlab-server ==1.0.6
kiwisolver ==1.1.0
matplotlib ==3.1.2
mistune ==0.8.4
mock ==3.0.5
more-itertools ==8.1.0
nbconvert ==5.6.1
nbformat ==5.0.3
networkx ==2.4
notebook ==6.0.2
numpy ==1.18.1
oauthlib ==3.1.0
opencv-python ==4.1.2.30
opt-einsum ==3.1.0
pandas ==0.25.3
pandocfilters ==1.4.2
parso ==0.5.2
pexpect ==4.7.0
pickleshare ==0.7.5
prometheus-client ==0.7.1
prompt-toolkit ==3.0.2
protobuf ==3.11.2
ptyprocess ==0.6.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pyglet ==1.3.2
pyparsing ==2.4.6
pyrsistent ==0.15.7
python-dateutil ==2.8.1
pytz ==2019.3
pyzmq ==18.1.1
requests ==2.22.0
requests-oauthlib ==1.3.0
rsa ==4.0
scikit-image ==0.16.2
scikit-learn ==0.22.1
scipy ==1.4.1
six ==1.13.0
tensorboard ==1.13.1
tensorflow ==1.13.1
tensorflow-estimator ==1.13.0
termcolor ==1.1.0
terminado ==0.8.3
testpath ==0.4.4
tornado ==6.0.3
tqdm ==4.42.0
traitlets ==4.3.3
urllib3 ==1.25.7
wcwidth ==0.1.8
webencodings ==0.5.1
wrapt ==1.11.2
zipp ==1.0.0

practical-reinforcement-learning/Dockerfile docker

andrewosh/binder-base latest build

practical-reinforcement-learning/docker/Dockerfile docker

ubuntu 16.04 build