PythonDataScienceHandbook by jakevdp

Python Data Science Handbook: full text in Jupyter Notebooks

created at Aug. 10, 2016, 2:24 p.m.

Jupyter Notebook

1,677 +3

27,541 +102

12,174 +50

GitHub
awesome-awesomeness by bayandin

A curated list of awesome awesomeness

created at July 8, 2014, 5:44 a.m.

Ruby

1,750 +1

27,074 +13

3,329 +2

GitHub
machine-learning-for-software-engineers by ZuzooVn

A complete daily plan for studying to become a machine learning engineer.

created at Oct. 9, 2016, 9:20 p.m.

Unknown languages

1,584 -1

24,635 +43

5,781 +3

GitHub
data-science-ipython-notebooks by donnemartin

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

created at Jan. 23, 2015, 7:38 p.m.

Python

1,624 +0

20,039 +41

6,375 +15

GitHub
python-machine-learning-book by rasbt

The "Python Machine Learning (1st edition)" book code repository and info resource

created at Aug. 7, 2015, 8:39 p.m.

Jupyter Notebook

833 +1

11,030 +4

4,277 +5

GitHub
TensorFlow-Tutorials by nlintz

Simple tutorials using Google's TensorFlow Framework

created at Nov. 10, 2015, 11:02 p.m.

Jupyter Notebook

368 +0

5,899 +3

1,583 +0

GitHub
have-fun-with-machine-learning by humphd

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

created at Dec. 29, 2016, 5:43 p.m.

Python

203 +0

4,889 +2

544 +0

GitHub
awesome-ml-for-cybersecurity by jivoi

octocat Machine Learning for Cyber Security

created at Dec. 20, 2016, 12:46 p.m.

Unknown languages

390 +1

4,162 +14

1,281 +10

GitHub
pattern_classification by rasbt

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

created at March 30, 2014, 5:34 a.m.

Jupyter Notebook

399 +0

3,746 +4

1,257 +1

GitHub
Bayesian-Modelling-in-Python by markdregan

A python tutorial on bayesian modeling techniques (PyMC3)

created at Sept. 10, 2015, 2:27 p.m.

Jupyter Notebook

165 +0

2,262 +5

393 +1

GitHub
deepframeworks by zer0n

Evaluation of Deep Learning Frameworks

created at Nov. 11, 2015, 11:44 p.m.

Unknown languages

204 +0

2,072 +0

321 +0

GitHub
DAT8 by justmarkham

General Assembly's 2015 Data Science course in Washington, DC

created at Aug. 7, 2015, 3:35 a.m.

Jupyter Notebook

114 +0

1,486 +0

943 +0

GitHub
CADL by pkmital

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

created at July 6, 2016, 10:07 p.m.

Jupyter Notebook

123 +0

1,476 +0

765 -1

GitHub
awesome-adversarial-machine-learning by yenchenlin

A curated list of awesome adversarial machine learning resources

created at Dec. 19, 2016, 2:30 a.m.

Unknown languages

121 +0

1,465 +1

266 +0

GitHub
Theano-Tutorials by Newmu

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

created at Sept. 24, 2014, 1:47 a.m.

Python

100 +0

1,232 +0

444 +0

GitHub
Awesome-AI-Security by RandomAdversary

file folder #AISecurity

created at Sept. 7, 2017, 11:07 p.m.

Unknown languages

82 +0

1,018 +3

153 +0

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machine-learning-module by josephmisiti

the best machine learning tutorials on the web

created at April 28, 2011, 1:01 a.m.

Objective-C

59 +0

422 +0

247 +0

GitHub
python-is-for-lovers by hangtwenty

My coworkers often ask me for Python learning resources. Here are some picks. Many skill levels, emphasis on beginner and intermediate.

created at Oct. 2, 2016, 8:43 p.m.

Unknown languages

32 +0

357 +0

83 +0

GitHub
538model by jseabold

538 Election Forecasting Model

created at Oct. 22, 2012, 4:43 p.m.

Python

22 +0

279 +0

121 -1

GitHub