A series of notebooks that introduce Machine Learning concepts with hands-on practice and its mathematics in brief.
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Updated
Jul 20, 2023 - Jupyter Notebook
A series of notebooks that introduce Machine Learning concepts with hands-on practice and its mathematics in brief.
This Repository consist of some popular Machine Learning Algorithms and their implementation of both theory and code in Jupyter Notebooks
🧫 A data analysis pipeline that accepts as input a single-cell synthetic dataset
This is a dimensionality reduction project in the course DD2470 Advanced Topics in Visualization and Computer Graphics at KTH Royal Institute of Technology, Stockholm (2024), made by Linnéa Gustafsson.
Sklearn, PCA, t-SNE, Isomap, NMF, Random Projection, Spectral Embedding
Deliverables relating to the Individual Assigned Practical Task (A Guide to Principal Component Analysis) University Unit
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