- Lecture 1: Course Overview
Wednesday 20 January 2021
- Lecture 2: Classification and Clustering
Friday 22 January 2021
Whiteboard
- Lecture 3: Speech Classification and Clustering
Monday 25 January 2021
Whiteboard
- Lecture 4: Kelly-Lochbaum
Wednesday 27 January 2021
Whiteboard
- Lecture 5: Spectrograms
Friday 29 January 2021
Whiteboard
- Lecture 6: Class canceled
Monday 1 February 2021
- Lecture 7: The EM Algorithm
Wednesday 3 February 2021
Whiteboard
- Lecture 8: Hidden Markov Models
Friday 5 February 2021
Whiteboard
- Lecture 9: Viterbi Algorithm
Monday 8 February 2021
Whiteboard
- Lecture 10: Baum-Welch Reestimation Procedure
Wednesday 10 February 2021
Whiteboard
hmm.py
- Lecture 11: HMM Speech Recognition
Friday 12 February 2021
Whiteboard
hmm_with_gaussian_output_model.py
- Lecture 12: Syntax
Monday 15 February 2021
m15feb2021.txt
mad-libs.sc
- Reading Day, no classes
Wednesday 17 February 2021
- Lecture 13: Parsing---I
Friday 19 February 2021
Whiteboard
recognizer.sc
parser.sc
- Lecture 14: CKY
Monday 22 February 2021
Whiteboard
cky.py
p18.sc
- Lecture 15: Top Down
Wednesday 24 February 2021
Whiteboard
cky.txt
lexical.py
lexical.c
fibonacci.py
top_down.py
top_down_memoized.py
- Lecture 16: Parsing---II
Friday 26 February 2021
- Lecture 17: Partial Evaluation
Monday 1 March 2021
top_down_partially_evaluated.py
top_down_partially_evaluated_memoized.py
- Lecture 18: Montague Grammar---I
Wednesday 3 March 2021
Whiteboard
functions.py
- Lecture 19: Montague Grammar---II
Friday 5 March 2021
Whiteboard
montague.py
p19.sc
- Lecture 20: Montague Grammar---III
Monday 8 March 2021
derivation.py
- Lecture 21: Montague Grammar---IV
Wednesday 10 March 2021
Whiteboard
- Lecture 22: PCFGs---I
Friday 12 March 2021
Whiteboard
- Lecture 23: PCFGs---II
Monday 15 March 2021
Whiteboard
- Lecture 24: PCFGs---III
Wednesday 17 March 2021
Whiteboard
pcfg.py
- Lecture 25: Class canceled
Friday 19 March 2021
- Lecture 26: Automatic Differentiation---I
Monday 22 March 2021
Whiteboard
- Lecture 27: Automatic Differentiation---II
Wednesday 24 March 2021
Whiteboard
forward_mode.py
- Lecture 28: Automatic Differentiation---III
Friday 26 March 2021
Whiteboard
- Lecture 29: Backpropagation
Monday 29 March 2021
Whiteboard
reverse_mode.py
linear_classifier.py
linear_classifier_gui.py
linear_classifier_pytorch_gui.py
two_layer_perceptron.py
two_layer_perceptron_gui.py
two_layer_perceptron_pytorch.py
two_layer_perceptron_pytorch_gui.py
- Lecture 30: LSTMs
Wednesday 31 March 2021
Whiteboard
- Lecture 31: Transformers
Friday 2 April 2021
Whiteboard
- Lecture 32: Student Presentations
Monday 5 April 2021
- Lecture 33: Student Presentations
Wednesday 7 April 2021
- Lecture 34: Student Presentations
Monday 9 April 2021
- Lecture 35: Student Presentations
Monday 12 April 2021
- Lecture 36: Student Presentations
Wednesday 14 April 2021
- Lecture 37: Student Presentations
Friday 16 April 2021
- Lecture 38: Student Presentations
Monday 19 April 2021
- Lecture 39: Student Presentations
Wednesday 21 April 2021
- Lecture 40: Student Presentations
Friday 23 April 2021
- Lecture 41: Student Presentations
Monday 26 April 2021
- Lecture 41a: Student Presentations
Tuesday 27 April 2021
- Lecture 42: Student Presentations
Wednesday 28 April 2021
- Lecture 43: Student Presentations
Friday 30 April 2021
ECE59500NL | ECE | ECN | Purdue University
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