Cheng S. Artificial Neural Networks 2021
File List
- Cheng/06-Biological Neural Networks/06-BiologicalNN.pdf 4.4 MB
- Cheng/15- Review Session/notes-all.pdf 4.1 MB
- Cheng/01-02 - Introduction-Optimization/01-02-lecture.pdf 1.2 MB
- Cheng/15- Review Session/15-Review-notes.pdf 1019.0 KB
- Cheng/10-Convolutional Neural Networks/10-CNN.pdf 993.4 KB
- Cheng/0 - Introduction to scientific computing/slides.pdf 639.5 KB
- Cheng/05-Model Selection/lec05-quiz.pdf 530.0 KB
- Cheng/03-Regression/lec02-quizz.pdf 518.3 KB
- Cheng/07-Artificial Neural Networks/07-ArtificialNN.pdf 476.5 KB
- Cheng/14- Boltzmann Machine/14-BoltzmannMachine.pdf 410.4 KB
- Cheng/05-Model Selection/05-ModelSelection.pdf 353.0 KB
- Cheng/04-Classification/04-Classification.pdf 350.5 KB
- Cheng/12-Recurrent Neural Networks/12-RecurrentNN.pdf 326.8 KB
- Cheng/13-Hopfield Network/13-HopfieldNetwork.pdf 291.3 KB
- Cheng/10-Convolutional Neural Networks/10-problems.pdf 242.8 KB
- Cheng/11-Deep Neural Networks/11-DeepNN.pdf 242.5 KB
- Cheng/09-Multilayer Perceptron/09-MLP.pdf 171.6 KB
- Cheng/07-Artificial Neural Networks/07_tutorial_problems.pdf 170.7 KB
- Cheng/03-Regression/03-Regression.pdf 168.7 KB
- Cheng/0 - Introduction to scientific computing/00-Python-ws20.pdf 166.8 KB
- Cheng/08-Perceptron/08-Perceptron.pdf 161.1 KB
- Cheng/09-Multilayer Perceptron/tutorial/09-problems.pdf 159.1 KB
- Cheng/0 - Introduction to scientific computing/00-problems-ws20.pdf 158.0 KB
- Cheng/04-Classification/lec03-quiz.pdf 141.3 KB
- Cheng/09-Multilayer Perceptron/lec09-quiz.pdf 119.2 KB
- Cheng/09-Multilayer Perceptron/tutorial/xor.npy 117.3 KB
- Cheng/08-Perceptron/lec08-quiz.pdf 116.9 KB
- Cheng/13-Hopfield Network/lec13-quiz.pdf 93.2 KB
- Cheng/13-Hopfield Network/prob-13-HopfieldNetwork.pdf 83.0 KB
- Cheng/10-Convolutional Neural Networks/lec10-quiz.pdf 80.5 KB
- Cheng/11-Deep Neural Networks/wrap-11-DeepNN.pdf 79.8 KB
- Cheng/12-Recurrent Neural Networks/prob-12-RecurrentNN.pdf 78.5 KB
- Cheng/03-Regression/03-Regression-problems.pdf 75.4 KB
- Cheng/14- Boltzmann Machine/prob-14-BolzmannMachine.pdf 75.2 KB
- Cheng/14- Boltzmann Machine/lec14-quiz.pdf 75.2 KB
- Cheng/01-02 - Introduction-Optimization/lec01-quiz.pdf 70.3 KB
- Cheng/05-Model Selection/tutorial/05-ModelSelection.pdf 67.7 KB
- Cheng/08-Perceptron/08-problems.pdf 65.5 KB
- Cheng/01-02 - Introduction-Optimization/02-problems.pdf 64.8 KB
- Cheng/13-Hopfield Network/images.npy 63.0 KB
- Cheng/06-Biological Neural Networks/lec06-quiz.pdf 60.3 KB
- Cheng/07-Artificial Neural Networks/lec07-quiz.pdf 59.4 KB
- Cheng/04-Classification/problems-04-Classfication.pdf 57.7 KB
- Cheng/11-Deep Neural Networks/lec11-quiz.pdf 57.7 KB
- Cheng/12-Recurrent Neural Networks/lec12-quiz.pdf 57.0 KB
- Cheng/01-02 - Introduction-Optimization/01-problems.pdf 55.6 KB
- Cheng/syllabus-ANN.pdf 36.8 KB
- Cheng/04-Classification/04_log_regression_data.npy 23.6 KB
- Cheng/08-Perceptron/Problem_Perceptron.py 2.1 KB
- Cheng/05-Model Selection/tutorial/A5_E3.py 2.0 KB
- Cheng/11-Deep Neural Networks/problem_transfer_learning.py 1.8 KB
- Cheng/09-Multilayer Perceptron/tutorial/prob_mlp.py 1.7 KB
- Cheng/12-Recurrent Neural Networks/problem_2.py 1.5 KB
- Cheng/14- Boltzmann Machine/prob_rbm.py 1.4 KB
- Cheng/05-Model Selection/tutorial/A5_E1.py 1013 bytes
- Cheng/05-Model Selection/tutorial/A5_E2.py 869 bytes
- Cheng/05-Model Selection/tutorial/05_model_selection_data.npy 448 bytes
- Cheng/0 - Introduction to scientific computing/annvenv.yml 236 bytes
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