面向Python的教师：在本课程中，具有不同编程经验的教师可以概览适用于Python的最相关的软件包和工具，并了解如何将其应用于...
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2021-02-04
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Python-for-Teachers-master.zip （72个子文件） 
Python-for-Teachers-master 
LICENSE 1KB README.md 4KB Cheat Sheets 
0.0 Jupyter.pdf 785KB 3.1 Matplotlib.pdf 221KB 0.2 Basics.pdf 212KB 3.2 Plotly.pdf 2.81MB 0.1 Jupyter Notebook.pdf 265KB 6.1 TensorFlow.pdf 818KB 2.2 Scitkit-Learn.pdf 146KB 5.1 Seaborn.pdf 624KB 2.1.2 Pandas (advanced).pdf 186KB 4.1 SymPy.pdf 36KB 6.2 Keras.pdf 137KB 7.0 Sage.pdf 1.46MB 0.3 NumPy.pdf 649KB 2.0 Importing Data.pdf 135KB 2.1 Pandas.pdf 338KB 6.0 Machine Learning.pdf 163KB 1.1 SciPy.pdf 146KB 2.1.1 Pandas.pdf 549KB Notebooks 1 - Scipy.ipynb 589KB 6 - Tensorflow and Keras for Mathematicians.ipynb 6.15MB 3 - Matplotlib & Plotly for Mathematicians.ipynb 11.7MB 2 - Pandas & Scikit-Learn for Mathematicians.ipynb 228KB 4 - Sympy for Mathematicians.ipynb 359KB 0 - Jupyter Overview.ipynb 146KB 7 - Sage for Mathematicians.ipynb 653KB resources volcano.py 2KB python_vs_R.py 2KB graph_tool.py 2KB
D2.png 27KB imgs multi-layers-2.png 607KB bkwd_step_net.png 442KB overfitting.png 6KB MLP.png 72KB logistic_function.png 299KB backprop.png 153KB Perceptron.png 35KB single_layer.png 464KB Perceptron and MLP.png 76KB 3_layers.png 98KB multi-layers-1.png 380KB fwd_step_net.png 330KB kaggle_flight validation.csv 21.33MB train.csv 49.76MB trainfull.csv 71.08MB df_test.csv 68.96MB machine_learning.png 54KB elegant.mplstyle 1KB best_model.h5 24KB ex.png 68KB kaggle_ottogroup train.csv 11.86MB test.csv 26.62MB iris.csv 4KB ch8.pdf 278KB dash_deloitte.py 2KB .Rhistory 18KB earthquakes.csv 814KB mnist_data.py 7KB ex_hint.png 72KB kaggle_data.py 2KB python_vs_R.R 1KB venn_diagram.py 2KB D1.png 24KB __pycache__ kaggle_data.cpython-37.pyc 2KB
mnist.pkl.gz 14.59MB G2.png 22KB G1.png 17KB dictaatstatmod.pdf 449KB
users.xlsx 15KB pandas.pdf 549KB 5 - Statistics for Mathematicians.ipynb 873KB资源评论
