data-science-ipython-notebooks
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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, AW...
There is a small typo in README.md. Should read `neighbours` rather than `neighboars`. Semi-automated pull request generated by https://github.com/timgates42/meticulous/blob/master/docs/NOTE.md
flake8 testing of https://github.com/donnemartin/data-science-ipython-notebooks on Python 3.7.0 $ __flake8 . --count --select=E901,E999,F821,F822,F823 --show-source --statistics__ ``` ./scipy/thinkplot.py:475:14: F821 undefined name 'xp' xs = xp.delete(xs, 0) ^ ./data/titanic/myfirstforest.py:84:19: E999 SyntaxError: invalid syntax...
Explained how we can add mean and median value to missing contents of data to reduce errors and skewness.
Alexnet implementation in tensorflow has incomplete architecture where 2 convolution neural layers are missing. This issue is in reference to the python notebook mentioned below. https://github.com/donnemartin/data-science-ipython-notebooks/blob/master/deep-learning/tensor-flow-examples/notebooks/3_neural_networks/alexnet.ipynb
In the code cell 3: data = ['peter', 'Paul', None, 'MARY', 'gUIDO'] data.map(lambda s: s.capitalize()) was changed to [s.capitalize() for s in data if s!= None ] and now the...