forked from rickiepark/handson-ml
-
Notifications
You must be signed in to change notification settings - Fork 8
/
requirements.txt
87 lines (67 loc) · 2.34 KB
/
requirements.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
# First make sure to update pip:
# $ sudo pip install --upgrade pip
#
# Then you probably want to work in a virtualenv (optional):
# $ sudo pip install --upgrade virtualenv
# Or if you prefer you can install virtualenv using your favorite packaging
# system. E.g., in Ubuntu:
# $ sudo apt-get update && sudo apt-get install virtualenv
# Then:
# $ cd $my_work_dir
# $ virtualenv my_env
# $ . my_env/bin/activate
#
# Next, optionally uncomment the OpenAI gym lines (see below).
# If you do, make sure to install the dependencies first.
# If you are interested in xgboost for high performance Gradient Boosting, you
# should uncomment the xgboost line (used in the ensemble learning notebook).
#
# Then install these requirements:
# $ pip install --upgrade -r requirements.txt
#
# Finally, start jupyter:
# $ jupyter notebook
#
##### Core scientific packages
jupyter==1.0.0
matplotlib==2.2.2
numpy==1.14.5
pandas==0.22.0
scipy==1.1.0
##### Machine Learning packages
scikit-learn==0.19.1
# Optional: the XGBoost library is only used in the ensemble learning chapter.
#xgboost==0.71
##### Deep Learning packages
# Replace tensorflow with tensorflow-gpu if you want GPU support. If so,
# you need a GPU card with CUDA Compute Capability 3.0 or higher support, and
# you must install CUDA, cuDNN and more: see tensorflow.org for the detailed
# installation instructions.
tensorflow==1.10.0
#tensorflow-gpu==1.10.0
# Forcing bleach to 1.5 to avoid version incompatibility when installing
# TensorBoard.
bleach==1.5.0
Keras==2.1.6
# Optional: OpenAI gym is only needed for the Reinforcement Learning chapter.
# There are a few dependencies you need to install first, check out:
# https://github.com/openai/gym#installing-everything
#gym[all]==0.10.5
# If you only want to install the Atari dependency, uncomment this line instead:
#gym[atari]==0.10.5
##### Image manipulation
imageio==2.3.0
Pillow==5.1.0
scikit-image==0.13.1
##### Extra packages (optional)
# Nice utility to diff Jupyter Notebooks.
nbdime==0.4.1
# May be useful with Pandas for complex "where" clauses (e.g., Pandas
# tutorial).
numexpr==2.6.5
# These libraries can be useful in the classification chapter, exercise 4.
nltk==3.3
urlextract==0.8.3
# Optional: these are useful Jupyter extensions, in particular to display
# the table of contents.
jupyter-contrib-nbextensions==0.5.0