/DictionaryLearning

Python notebook for DA623 course assignment on Dictionary Learning and its applications in signal denoising

Primary LanguageJupyter Notebook

DictionaryLearning

Python notebook for DA623 course assignment on Dictionary Learning and its applications in signal denoising

References:

Online lectures of Hugo Larochelle https://www.cs.cmu.edu/~rsalakhu/10707/Lectures/Lecture_SparseCoding_2019.pdf https://www.geeksforgeeks.org/image-denoising-using-dictionary-learning-in-scikit-learn/ https://www.sciencedirect.com/topics/computer-science/dictionary-learning https://team.inria.fr/panama/projects/please/dictionary-learning/#:~:text=Dictionary%20learning%20is%20a%20branch,representation%2C%20the%20better%20the%20dictionary.