Name Cheng S. Artificial Neural Networks 2021
File Type document
Size 18.87MB
UpdateDate 2025-1-6
hash *****5685EDC9678EC5FCCF95425611328CF6D9
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Files Cheng/0 - Introduction to scientific computing/annvenv.yml | 236B Cheng/05-Model Selection/tutorial/05_model_selection_data.npy | 448B Cheng/05-Model Selection/tutorial/A5_E2.py | 869B Cheng/05-Model Selection/tutorial/A5_E1.py | 1013B Cheng/14- Boltzmann Machine/prob_rbm.py | 1.43KB Cheng/12-Recurrent Neural Networks/problem_2.py | 1.49KB Cheng/09-Multilayer Perceptron/tutorial/prob_mlp.py | 1.69KB Cheng/11-Deep Neural Networks/problem_transfer_learning.py | 1.80KB Cheng/05-Model Selection/tutorial/A5_E3.py | 1.97KB Cheng/08-Perceptron/Problem_Perceptron.py | 2.14KB Cheng/04-Classification/04_log_regression_data.npy | 23.56KB Cheng/syllabus-ANN.pdf | 36.84KB Cheng/01-02 - Introduction-Optimization/01-problems.pdf | 55.63KB Cheng/12-Recurrent Neural Networks/lec12-quiz.pdf | 57.03KB Cheng/11-Deep Neural Networks/lec11-quiz.pdf | 57.73KB Cheng/04-Classification/problems-04-Classfication.pdf | 57.74KB Cheng/07-Artificial Neural Networks/lec07-quiz.pdf | 59.38KB Cheng/06-Biological Neural Networks/lec06-quiz.pdf | 60.28KB Cheng/13-Hopfield Network/images.npy | 63.02KB Cheng/01-02 - Introduction-Optimization/02-problems.pdf | 64.79KB Cheng/08-Perceptron/08-problems.pdf | 65.47KB Cheng/05-Model Selection/tutorial/05-ModelSelection.pdf | 67.73KB Cheng/01-02 - Introduction-Optimization/lec01-quiz.pdf | 70.31KB Cheng/14- Boltzmann Machine/lec14-quiz.pdf | 75.20KB Cheng/14- Boltzmann Machine/prob-14-BolzmannMachine.pdf | 75.24KB Cheng/03-Regression/03-Regression-problems.pdf | 75.44KB Cheng/12-Recurrent Neural Networks/prob-12-RecurrentNN.pdf | 78.50KB Cheng/11-Deep Neural Networks/wrap-11-DeepNN.pdf | 79.81KB Cheng/10-Convolutional Neural Networks/lec10-quiz.pdf | 80.53KB Cheng/13-Hopfield Network/prob-13-HopfieldNetwork.pdf | 83.04KB Cheng/13-Hopfield Network/lec13-quiz.pdf | 93.18KB Cheng/08-Perceptron/lec08-quiz.pdf | 116.93KB Cheng/09-Multilayer Perceptron/tutorial/xor.npy | 117.31KB Cheng/09-Multilayer Perceptron/lec09-quiz.pdf | 119.20KB Cheng/04-Classification/lec03-quiz.pdf | 141.25KB Cheng/0 - Introduction to scientific computing/00-problems-ws20.pdf | 158.00KB Cheng/09-Multilayer Perceptron/tutorial/09-problems.pdf | 159.07KB Cheng/08-Perceptron/08-Perceptron.pdf | 161.12KB Cheng/0 - Introduction to scientific computing/00-Python-ws20.pdf | 166.77KB Cheng/03-Regression/03-Regression.pdf | 168.65KB Cheng/07-Artificial Neural Networks/07_tutorial_problems.pdf | 170.72KB Cheng/09-Multilayer Perceptron/09-MLP.pdf | 171.59KB Cheng/11-Deep Neural Networks/11-DeepNN.pdf | 242.48KB Cheng/10-Convolutional Neural Networks/10-problems.pdf | 242.84KB Cheng/13-Hopfield Network/13-HopfieldNetwork.pdf | 291.27KB Cheng/12-Recurrent Neural Networks/12-RecurrentNN.pdf | 326.81KB Cheng/04-Classification/04-Classification.pdf | 350.54KB Cheng/05-Model Selection/05-ModelSelection.pdf | 352.98KB Cheng/14- Boltzmann Machine/14-BoltzmannMachine.pdf | 410.42KB Cheng/07-Artificial Neural Networks/07-ArtificialNN.pdf | 476.49KB Cheng/03-Regression/lec02-quizz.pdf | 518.27KB Cheng/05-Model Selection/lec05-quiz.pdf | 529.98KB Cheng/0 - Introduction to scientific computing/slides.pdf | 639.54KB Cheng/10-Convolutional Neural Networks/10-CNN.pdf | 993.40KB Cheng/15- Review Session/15-Review-notes.pdf | 1019.04KB Cheng/01-02 - Introduction-Optimization/01-02-lecture.pdf | 1.20MB Cheng/15- Review Session/notes-all.pdf | 4.08MB Cheng/06-Biological Neural Networks/06-BiologicalNN.pdf | 4.38MB
