add a few lectures

Browse Source

...

This commit is contained in:

Frank Xu

2025-05-01 19:03:03 -04:00

parent fa99f9d99a

commit 02953d8608

29 changed files with 266665 additions and 0 deletions

Show all changes Ignore whitespace when comparing lines Ignore changes in amount of whitespace Ignore changes in whitespace at EOL

Download Patch File Download Diff File Expand all files Collapse all files

451

lectures/05_binary_classification/0_binary_classification.ipynb Normal file

File diff suppressed because one or more lines are too long

BIN

lectures/05_binary_classification/binary_classification.pptx Normal file

Binary file not shown.

82333

lectures/05_binary_classification/dataset/UNSW_NB15_testing-set.csv Normal file

File diff suppressed because it is too large Load Diff

175342

lectures/05_binary_classification/dataset/UNSW_NB15_training-set.csv Normal file

File diff suppressed because it is too large Load Diff

BIN

lectures/05_binary_classification/mse_cost_function.png Normal file

Binary file not shown.

Side by Side After Width:  |  Height:  |  Size: 29 KiB

BIN

lectures/05_binary_classification/mse_cost_function_two_points.png Normal file

Binary file not shown.

Side by Side After Width:  |  Height:  |  Size: 30 KiB

BIN

lectures/05_binary_classification/scatter_with_sigmoid.png Normal file

Binary file not shown.

Side by Side After Width:  |  Height:  |  Size: 28 KiB

BIN

lectures/05_binary_classification/sigmoid_function.png Normal file

Binary file not shown.

Side by Side After Width:  |  Height:  |  Size: 25 KiB