Ceyron/machine-learning-and-simulation
A YouTube channel companion repository offering handwritten notes and Jupyter notebooks covering machine learning and simulation topics.
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This repository contains all source code and hand-written notes used in a YouTube channel’s videos on machine learning and simulation. Topics covered include math fundamentals (optimization, linear algebra), probability theory, probabilistic machine learning (graphical models, EM algorithm, Variational Inference), and deep generative models such as Variational Auto-Encoders, Generative Adversarial Networks, and Latent Dirichlet Allocation. Materials are available in both English and German.
Frequently asked
- What is Ceyron/machine-learning-and-simulation?
- A YouTube channel companion repository offering handwritten notes and Jupyter notebooks covering machine learning and simulation topics.
- Is machine-learning-and-simulation open source?
- Yes — Ceyron/machine-learning-and-simulation is open source, released under the MIT license.
- What language is machine-learning-and-simulation written in?
- Ceyron/machine-learning-and-simulation is primarily written in Jupyter Notebook.
- How popular is machine-learning-and-simulation?
- Ceyron/machine-learning-and-simulation has 1.2k stars on GitHub.
- Where can I find machine-learning-and-simulation?
- Ceyron/machine-learning-and-simulation is on GitHub at https://github.com/Ceyron/machine-learning-and-simulation.