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courses:2023:cs551 [2023/02/10 10:07]
arijit [Slides] |
courses:2023:cs551 [2023/02/16 17:20] (current)
arijit [Slides] |
| | Deep feedforward networks | [[http://www.iitp.ac.in/~arijit/2023_CS551/05_DL_Network.pdf|pdf]] | NA | | | Deep feedforward networks | [[http://www.iitp.ac.in/~arijit/2023_CS551/05_DL_Network.pdf|pdf]] | NA | |
| | Back propagation | [[http://www.iitp.ac.in/~arijit/2023_CS551/05_DL_Network_02_BP.pdf|pdf]] | NA | | | Back propagation | [[http://www.iitp.ac.in/~arijit/2023_CS551/05_DL_Network_02_BP.pdf|pdf]] | NA | |
| /*| Regularization | {{ :courses:2022:cs551:06_regularization.pdf|pdf }} | {{ :courses:2022:cs551:06_regularization_ann.pdf|pdf}} | | | Regularization | {{ :courses:2023:cs551:06_regularization.pdf|pdf }} | NA | |
| | Optimization | {{ :courses:2022:cs551:07_optimization.pdf|pdf }} | {{ :courses:2022:cs551:07_optimization_ann.pdf|pdf}} | | /*| Optimization | {{ :courses:2022:cs551:07_optimization.pdf|pdf }} | {{ :courses:2022:cs551:07_optimization_ann.pdf|pdf}} | |
| | CNN | {{ :courses:2022:cs551:08_cnn.pdf|pdf }} | {{ :courses:2022:cs551:08_cnn_ann.pdf|pdf}} | | | CNN | {{ :courses:2022:cs551:08_cnn.pdf|pdf }} | {{ :courses:2022:cs551:08_cnn_ann.pdf|pdf}} | |
| | RNN | {{ :courses:2022:cs551:09_rnn.pdf|pdf }} | {{ :courses:2022:cs551:09_rnn_ann.pdf|pdf}} | | | RNN | {{ :courses:2022:cs551:09_rnn.pdf|pdf }} | {{ :courses:2022:cs551:09_rnn_ann.pdf|pdf}} | |