/notebook-examples

notebook-examples dev branch

Primary LanguageJupyter Notebook

notebook-examples

notebook-examples dev branch

listing of noteooks

Learning Python notebooks

table of notebooks

Beginning:

NAME KEYWORDS PACKAGES LOCATION/LINK
PythonBasics_Basics.ipynb math, basics, operators, strings, lists, sets, conditionals, loops, functions, modules copy, numpy, sys PythonBasics
PythonBasics_Strings.ipynb basic, functions collections, string PythonBasics
Boring_Python_Chapter_1.ipynb basic, data types, math, operator N/A Boring_Python
Boring_Python_Chapter_2.ipynb basic, flow control, flowchart, loops, modules math, os, random, sys Boring_Python
Boring_Python_Chapter_3.ipynb basic, exceptions, functions, variable scope random Boring_Python
Boring_Python_Chapter_4.ipynb basic, index, lists, loops, slice, tuples N/A Boring_Python
Boring_Python_Chapter_5.ipynb basic, data structures, dictionaries, lists, nested data pprint Boring_Python
Boring_Python_Chapter_6.ipynb basic, strings, index, slice pyperclip, sys Boring_Python
Boring_Python_Chapter_7.ipynb patterrns, text processing, webscraping pyperclip, regular expressions/re Boring_Python
Boring_Python_Chapter_8.ipynb input/output, input validation, keys, keywords pyinputplus Boring_Python
Boring_Python_Chapter_9.ipynb file processing, reading, writing pathlib, os, shelve, pprint, myCats Boring_Python
Hello_World_CPU.ipynb basic, hello world hello Hello_World
Hello_World_GPU.ipynb basic, hello world N/A Hello_World
Matplotlib_Intro.ipynb plot, scatter, line, bar, histogram matplotlib, numpy Matplotlib_Intro
Notebook_Dev_Basics_LaTeX_math.ipynb basic, LaTeX, math N/A Notebook_Dev_Basics
Notebook_Dev_Basics_Markdown.ipynb markdown, markup language, basic, headers, lists N/A Notebook_Dev_Basics
NumPy_Intro.ipynb array, basics, math collections, matplotlib, numpy, operator NumPy_Intro

Intermediate:

NAME KEYWORDS PACKAGES LOCATION/LINK
CUDA_GPU_NVIDIA_computing_pi.ipynb data CUDA, math, numba, numpy CUDA_GPU_NVIDIA
CUDA_GPU_NVIDIA_computing_pi_solution.ipynb data CUDA, math, numba, numpy CUDA_GPU_NVIDIA
CUDA_GPU_NVIDIA_distance_matrix.ipynb data CUDA, math, numba, numpy CUDA_GPU_NVIDIA
CUDA_GPU_NVIDIA_distance_matrix_solution.ipynb data CUDA, math, numba, numpy CUDA_GPU_NVIDIA
CUDA_GPU_NVIDIA_law_of_cosines.ipynb ufuncs CUDA, math, numba, numpy CUDA_GPU_NVIDIA
CUDA_GPU_NVIDIA_law_of_cosines_solution.ipynb ufuncs CUDA, math, numba, numpy CUDA_GPU_NVIDIA
Data_Analysis_Pandas.ipynb data analysis numpy, pandas Data_Analysis

Advanced:

NAME KEYWORDS PACKAGES LOCATION/LINK
LabMNIST_Final.ipynb machine learning, tensor flow, CPU ML_Tensorflow_CPU
notebook machine learning ------- foldername
notebook machine learning ------- foldername