OpenI
/
machinelearning_notebook
Not watched
1
0
Fork 0
Code
Releases 0 Wiki Activity
Issues 0 Pull Requests 0 Datasets Model Cloudbrain
Browse Source

Add dnn tips, rearrange dir structures

fetches/feikei/master
Shuhui Bu 6 years ago
parent
47b6df8a51
commit
f540dc9885
100 changed files with 893 additions and 0 deletions
Split View
Diff Options
Show Stats Download Patch File Download Diff File
  1. +0
    -0
      1_numpy_matplotlib_scipy_sympy/README.md
  2. +893
    -0
      1_numpy_matplotlib_scipy_sympy/bokeh_tutorial.ipynb
  3. +0
    -0
      1_numpy_matplotlib_scipy_sympy/example.png
  4. +0
    -0
      1_numpy_matplotlib_scipy_sympy/ipython_notebook.ipynb
  5. +0
    -0
      1_numpy_matplotlib_scipy_sympy/matplotlib_ani.ipynb
  6. +0
    -0
      1_numpy_matplotlib_scipy_sympy/matplotlib_ani.py
  7. +0
    -0
      1_numpy_matplotlib_scipy_sympy/matplotlib_full.ipynb
  8. +0
    -0
      1_numpy_matplotlib_scipy_sympy/matplotlib_simple_tutorial.ipynb
  9. +0
    -0
      1_numpy_matplotlib_scipy_sympy/matplotlib_simple_tutorial.py
  10. +0
    -0
      1_numpy_matplotlib_scipy_sympy/numpy_tutorial.ipynb
  11. +0
    -0
      1_numpy_matplotlib_scipy_sympy/scipy_tutorial.ipynb
  12. +0
    -0
      1_numpy_matplotlib_scipy_sympy/stockholm_td_adj.dat
  13. +0
    -0
      1_numpy_matplotlib_scipy_sympy/sympy_tutorial.ipynb
  14. +0
    -0
      1_numpy_matplotlib_scipy_sympy/utils_git.ipynb
  15. +0
    -0
      1_numpy_matplotlib_scipy_sympy/utils_git_advanced.ipynb
  16. +0
    -0
      1_numpy_matplotlib_scipy_sympy/utils_shell.ipynb
  17. +0
    -0
      2_knn/images/knn.png
  18. +0
    -0
      2_knn/knn_classification.ipynb
  19. +0
    -0
      2_knn/knn_classification.py
  20. +0
    -0
      3_kmeans/ClusteringAlgorithms.ipynb
  21. +0
    -0
      3_kmeans/ClusteringAlgorithms.py
  22. +0
    -0
      3_kmeans/README.md
  23. +0
    -0
      3_kmeans/download_iris.py
  24. +0
    -0
      3_kmeans/images/ARI_ct.png
  25. +0
    -0
      3_kmeans/images/ARI_define.png
  26. +0
    -0
      3_kmeans/images/data_0.png
  27. +0
    -0
      3_kmeans/images/data_1.png
  28. +0
    -0
      3_kmeans/images/data_2.png
  29. +0
    -0
      3_kmeans/iris.csv
  30. +0
    -0
      3_kmeans/k-means.ipynb
  31. +0
    -0
      3_kmeans/k-means.py
  32. +0
    -0
      3_kmeans/kmeans-color-vq.ipynb
  33. +0
    -0
      4_logistic_regression/Least_squares.ipynb
  34. +0
    -0
      4_logistic_regression/Least_squares.py
  35. +0
    -0
      4_logistic_regression/Logistic_regression.ipynb
  36. +0
    -0
      4_logistic_regression/Logistic_regression.py
  37. +0
    -0
      4_logistic_regression/PCA_and_Logistic_Regression.ipynb
  38. +0
    -0
      4_logistic_regression/PCA_and_Logistic_Regression.py
  39. +0
    -0
      4_logistic_regression/images/eq_logloss.png
  40. +0
    -0
      4_logistic_regression/images/eq_logloss_diff.png
  41. +0
    -0
      4_logistic_regression/images/eq_loss.png
  42. +0
    -0
      4_logistic_regression/images/fig1.gif
  43. +0
    -0
      4_logistic_regression/images/fig2.gif
  44. +0
    -0
      4_logistic_regression/images/fig3.gif
  45. +0
    -0
      4_logistic_regression/images/gd_stepsize.png
  46. +0
    -0
      4_logistic_regression/images/gradient_descent.png
  47. +0
    -0
      5_nn/Perceptron.ipynb
  48. +0
    -0
      5_nn/Perceptron.py
  49. +0
    -0
      5_nn/images/L_b.png
  50. +0
    -0
      5_nn/images/L_w.png
  51. +0
    -0
      5_nn/images/bp_loss.png
  52. +0
    -0
      5_nn/images/bp_weight_update.png
  53. +0
    -0
      5_nn/images/cross_entropy_loss.png
  54. +0
    -0
      5_nn/images/eqn_13_16.png
  55. +0
    -0
      5_nn/images/eqn_17_20.png
  56. +0
    -0
      5_nn/images/eqn_21_22.png
  57. +0
    -0
      5_nn/images/eqn_23_25.png
  58. +0
    -0
      5_nn/images/eqn_26.png
  59. +0
    -0
      5_nn/images/eqn_27_29.png
  60. +0
    -0
      5_nn/images/eqn_30_31.png
  61. +0
    -0
      5_nn/images/eqn_32_34.png
  62. +0
    -0
      5_nn/images/eqn_35_40.png
  63. +0
    -0
      5_nn/images/eqn_3_4.png
  64. +0
    -0
      5_nn/images/eqn_5_6.png
  65. +0
    -0
      5_nn/images/eqn_7_12.png
  66. +0
    -0
      5_nn/images/eqn_delta_hidden.png
  67. +0
    -0
      5_nn/images/eqn_delta_j.png
  68. +0
    -0
      5_nn/images/eqn_ed_net_j.png
  69. +0
    -0
      5_nn/images/eqn_hidden_units.png
  70. +0
    -0
      5_nn/images/eqn_matrix1.png
  71. +0
    -0
      5_nn/images/eqn_w41_update.png
  72. +0
    -0
      5_nn/images/eqn_w4b_update.png
  73. +0
    -0
      5_nn/images/eqn_w84_update.png
  74. +0
    -0
      5_nn/images/formular_2.png
  75. +0
    -0
      5_nn/images/formular_3.png
  76. +0
    -0
      5_nn/images/formular_4.png
  77. +0
    -0
      5_nn/images/formular_5.png
  78. +0
    -0
      5_nn/images/forumlar_delta4.png
  79. +0
    -0
      5_nn/images/forumlar_delta8.png
  80. +0
    -0
      5_nn/images/neuron.gif
  81. +0
    -0
      5_nn/images/neuron.png
  82. +0
    -0
      5_nn/images/nn1.jpeg
  83. +0
    -0
      5_nn/images/nn2.png
  84. +0
    -0
      5_nn/images/nn3.png
  85. +0
    -0
      5_nn/images/nn_parameters_demo.png
  86. +0
    -0
      5_nn/images/perceptron_2.PNG
  87. +0
    -0
      5_nn/images/perceptron_geometry_def.png
  88. +0
    -0
      5_nn/images/sigmod.jpg
  89. +0
    -0
      5_nn/images/sign.png
  90. +0
    -0
      5_nn/images/softmax.png
  91. +0
    -0
      5_nn/images/softmax_demo.png
  92. +0
    -0
      5_nn/images/softmax_neuron.png
  93. +0
    -0
      5_nn/images/softmax_neuron_output2_eqn.png
  94. +0
    -0
      5_nn/images/softmax_neuron_output_eqn.png
  95. +0
    -0
      5_nn/mlp_bp.ipynb
  96. +0
    -0
      5_nn/mlp_bp.py
  97. +0
    -0
      5_nn/note.txt
  98. +0
    -0
      5_nn/softmax_ce.ipynb
  99. +0
    -0
      5_nn/softmax_ce.py
  100. +0
    -0
      6_pytorch/0_basic/Tensor-and-Variable.ipynb

0_numpy_matplotlib_scipy_sympy/README.md → 1_numpy_matplotlib_scipy_sympy/README.md View File


+ 893
- 0
1_numpy_matplotlib_scipy_sympy/bokeh_tutorial.ipynb
File diff suppressed because it is too large
View File


0_numpy_matplotlib_scipy_sympy/example.png → 1_numpy_matplotlib_scipy_sympy/example.png View File


0_numpy_matplotlib_scipy_sympy/ipython_notebook.ipynb → 1_numpy_matplotlib_scipy_sympy/ipython_notebook.ipynb View File


0_numpy_matplotlib_scipy_sympy/matplotlib_ani.ipynb → 1_numpy_matplotlib_scipy_sympy/matplotlib_ani.ipynb View File


0_numpy_matplotlib_scipy_sympy/matplotlib_ani.py → 1_numpy_matplotlib_scipy_sympy/matplotlib_ani.py View File


0_numpy_matplotlib_scipy_sympy/matplotlib_full.ipynb → 1_numpy_matplotlib_scipy_sympy/matplotlib_full.ipynb View File


0_numpy_matplotlib_scipy_sympy/matplotlib_simple_tutorial.ipynb → 1_numpy_matplotlib_scipy_sympy/matplotlib_simple_tutorial.ipynb View File


0_numpy_matplotlib_scipy_sympy/matplotlib_simple_tutorial.py → 1_numpy_matplotlib_scipy_sympy/matplotlib_simple_tutorial.py View File


0_numpy_matplotlib_scipy_sympy/numpy_tutorial.ipynb → 1_numpy_matplotlib_scipy_sympy/numpy_tutorial.ipynb View File


0_numpy_matplotlib_scipy_sympy/scipy_tutorial.ipynb → 1_numpy_matplotlib_scipy_sympy/scipy_tutorial.ipynb View File


0_numpy_matplotlib_scipy_sympy/stockholm_td_adj.dat → 1_numpy_matplotlib_scipy_sympy/stockholm_td_adj.dat View File


0_numpy_matplotlib_scipy_sympy/sympy_tutorial.ipynb → 1_numpy_matplotlib_scipy_sympy/sympy_tutorial.ipynb View File


0_numpy_matplotlib_scipy_sympy/utils_git.ipynb → 1_numpy_matplotlib_scipy_sympy/utils_git.ipynb View File


0_numpy_matplotlib_scipy_sympy/utils_git_advanced.ipynb → 1_numpy_matplotlib_scipy_sympy/utils_git_advanced.ipynb View File


0_numpy_matplotlib_scipy_sympy/utils_shell.ipynb → 1_numpy_matplotlib_scipy_sympy/utils_shell.ipynb View File


1_knn/images/knn.png → 2_knn/images/knn.png View File


1_knn/knn_classification.ipynb → 2_knn/knn_classification.ipynb View File


1_knn/knn_classification.py → 2_knn/knn_classification.py View File


1_kmeans/ClusteringAlgorithms.ipynb → 3_kmeans/ClusteringAlgorithms.ipynb View File


1_kmeans/ClusteringAlgorithms.py → 3_kmeans/ClusteringAlgorithms.py View File


1_kmeans/README.md → 3_kmeans/README.md View File


1_kmeans/download_iris.py → 3_kmeans/download_iris.py View File


1_kmeans/images/ARI_ct.png → 3_kmeans/images/ARI_ct.png View File


1_kmeans/images/ARI_define.png → 3_kmeans/images/ARI_define.png View File


1_kmeans/images/data_0.png → 3_kmeans/images/data_0.png View File


1_kmeans/images/data_1.png → 3_kmeans/images/data_1.png View File


1_kmeans/images/data_2.png → 3_kmeans/images/data_2.png View File


1_kmeans/iris.csv → 3_kmeans/iris.csv View File


1_kmeans/k-means.ipynb → 3_kmeans/k-means.ipynb View File


1_kmeans/k-means.py → 3_kmeans/k-means.py View File


1_kmeans/kmeans-color-vq.ipynb → 3_kmeans/kmeans-color-vq.ipynb View File


1_logistic_regression/Least_squares.ipynb → 4_logistic_regression/Least_squares.ipynb View File


1_logistic_regression/Least_squares.py → 4_logistic_regression/Least_squares.py View File


1_logistic_regression/Logistic_regression.ipynb → 4_logistic_regression/Logistic_regression.ipynb View File


1_logistic_regression/Logistic_regression.py → 4_logistic_regression/Logistic_regression.py View File


1_logistic_regression/PCA_and_Logistic_Regression.ipynb → 4_logistic_regression/PCA_and_Logistic_Regression.ipynb View File


1_logistic_regression/PCA_and_Logistic_Regression.py → 4_logistic_regression/PCA_and_Logistic_Regression.py View File


1_logistic_regression/images/eq_logloss.png → 4_logistic_regression/images/eq_logloss.png View File


1_logistic_regression/images/eq_logloss_diff.png → 4_logistic_regression/images/eq_logloss_diff.png View File


1_logistic_regression/images/eq_loss.png → 4_logistic_regression/images/eq_loss.png View File


1_logistic_regression/images/fig1.gif → 4_logistic_regression/images/fig1.gif View File


1_logistic_regression/images/fig2.gif → 4_logistic_regression/images/fig2.gif View File


1_logistic_regression/images/fig3.gif → 4_logistic_regression/images/fig3.gif View File


1_logistic_regression/images/gd_stepsize.png → 4_logistic_regression/images/gd_stepsize.png View File


1_logistic_regression/images/gradient_descent.png → 4_logistic_regression/images/gradient_descent.png View File


1_nn/Perceptron.ipynb → 5_nn/Perceptron.ipynb View File


1_nn/Perceptron.py → 5_nn/Perceptron.py View File


1_nn/images/L_b.png → 5_nn/images/L_b.png View File


1_nn/images/L_w.png → 5_nn/images/L_w.png View File


1_nn/images/bp_loss.png → 5_nn/images/bp_loss.png View File


1_nn/images/bp_weight_update.png → 5_nn/images/bp_weight_update.png View File


1_nn/images/cross_entropy_loss.png → 5_nn/images/cross_entropy_loss.png View File


1_nn/images/eqn_13_16.png → 5_nn/images/eqn_13_16.png View File


1_nn/images/eqn_17_20.png → 5_nn/images/eqn_17_20.png View File


1_nn/images/eqn_21_22.png → 5_nn/images/eqn_21_22.png View File


1_nn/images/eqn_23_25.png → 5_nn/images/eqn_23_25.png View File


1_nn/images/eqn_26.png → 5_nn/images/eqn_26.png View File


1_nn/images/eqn_27_29.png → 5_nn/images/eqn_27_29.png View File


1_nn/images/eqn_30_31.png → 5_nn/images/eqn_30_31.png View File


1_nn/images/eqn_32_34.png → 5_nn/images/eqn_32_34.png View File


1_nn/images/eqn_35_40.png → 5_nn/images/eqn_35_40.png View File


1_nn/images/eqn_3_4.png → 5_nn/images/eqn_3_4.png View File


1_nn/images/eqn_5_6.png → 5_nn/images/eqn_5_6.png View File


1_nn/images/eqn_7_12.png → 5_nn/images/eqn_7_12.png View File


1_nn/images/eqn_delta_hidden.png → 5_nn/images/eqn_delta_hidden.png View File


1_nn/images/eqn_delta_j.png → 5_nn/images/eqn_delta_j.png View File


1_nn/images/eqn_ed_net_j.png → 5_nn/images/eqn_ed_net_j.png View File


1_nn/images/eqn_hidden_units.png → 5_nn/images/eqn_hidden_units.png View File


1_nn/images/eqn_matrix1.png → 5_nn/images/eqn_matrix1.png View File


1_nn/images/eqn_w41_update.png → 5_nn/images/eqn_w41_update.png View File


1_nn/images/eqn_w4b_update.png → 5_nn/images/eqn_w4b_update.png View File


1_nn/images/eqn_w84_update.png → 5_nn/images/eqn_w84_update.png View File


1_nn/images/formular_2.png → 5_nn/images/formular_2.png View File


1_nn/images/formular_3.png → 5_nn/images/formular_3.png View File


1_nn/images/formular_4.png → 5_nn/images/formular_4.png View File


1_nn/images/formular_5.png → 5_nn/images/formular_5.png View File


1_nn/images/forumlar_delta4.png → 5_nn/images/forumlar_delta4.png View File


1_nn/images/forumlar_delta8.png → 5_nn/images/forumlar_delta8.png View File


1_nn/images/neuron.gif → 5_nn/images/neuron.gif View File


1_nn/images/neuron.png → 5_nn/images/neuron.png View File


1_nn/images/nn1.jpeg → 5_nn/images/nn1.jpeg View File


1_nn/images/nn2.png → 5_nn/images/nn2.png View File


1_nn/images/nn3.png → 5_nn/images/nn3.png View File


1_nn/images/nn_parameters_demo.png → 5_nn/images/nn_parameters_demo.png View File


1_nn/images/perceptron_2.PNG → 5_nn/images/perceptron_2.PNG View File


1_nn/images/perceptron_geometry_def.png → 5_nn/images/perceptron_geometry_def.png View File


1_nn/images/sigmod.jpg → 5_nn/images/sigmod.jpg View File


1_nn/images/sign.png → 5_nn/images/sign.png View File


1_nn/images/softmax.png → 5_nn/images/softmax.png View File


1_nn/images/softmax_demo.png → 5_nn/images/softmax_demo.png View File


1_nn/images/softmax_neuron.png → 5_nn/images/softmax_neuron.png View File


1_nn/images/softmax_neuron_output2_eqn.png → 5_nn/images/softmax_neuron_output2_eqn.png View File


1_nn/images/softmax_neuron_output_eqn.png → 5_nn/images/softmax_neuron_output_eqn.png View File


1_nn/mlp_bp.ipynb → 5_nn/mlp_bp.ipynb View File


1_nn/mlp_bp.py → 5_nn/mlp_bp.py View File


1_nn/note.txt → 5_nn/note.txt View File


1_nn/softmax_ce.ipynb → 5_nn/softmax_ce.ipynb View File


1_nn/softmax_ce.py → 5_nn/softmax_ce.py View File


2_pytorch/0_basic/Tensor-and-Variable.ipynb → 6_pytorch/0_basic/Tensor-and-Variable.ipynb View File


Some files were not shown because too many files changed in this diff

Write Preview
Loading…
Cancel
Save