Machine learning flashcards
Machine learning flashcards for specific topics, books and courses.
Let me know if you find any errors. Thanks!
deep-learning-book: Flashcards based on 'Deep Learning' by Ian Goodfellow, Yoshua Bengio and Aaron Courville.
programming-flashcards: flashcards on algorithms and strategies for tackling algorithms.
python-tf-torch: flashcards on Python, NumPy, TensorFlow and PyTorch.
machine-learning/
intro-to-dl: Flashcards for David Barber's lectures for UCL's
Intro to Deep learningcourse taught in Fall 2018.
reinforcement-learning: Flashcards based on Reinforcement Learning lectures given by Hado van Hasselt and Matteo Hessel from Deepmind at UCL in Spring 2019.
unsupervised-learning: Flashcards on the (1) Probabilistic and Unsupervised Learning and (2) Approximate Inferences courses lectured by Maneesh Sahani at the Gatsby Computational Neuroscience Unit, UCL in Fall 2018.
ml-models.tex: Flashcards on machine learning models.
reinforcement-learning.tex: flashcards on reinforcement learning.
These flashcards are formatted to be used with Anki, the digital flashcard software.
.texfile:
.texfile you want to import.
lecture-05.tex. (Step 5 of 'How to create LaTeX Card Type' below.)
Select the card type you just created. Click 'Options' and add the following to the header: ``` \documentclass[12pt]{article} \usepackage{amssymb,amsmath,amsfonts,mathrsfs, graphicx} \usepackage[paperwidth=5in, paperheight=100in]{geometry} % you probably don't need this but I haven't tested removing it \newcommand{\indep}{\perp!!!\perp}
\newcommand{\CI}{\mathrel{\text{\scalebox{1.07}{$\perp\mkern-10mu\perp$}}}}
\newcommand{\nCI}{\centernot{\CI}} \begin{document} ```
\newcommand{\CI}{\mathrel{\text{\scalebox{1.07}{$\perp\mkern-10mu\perp$}}}}
\newcommand{\nCI}{\centernot{\CI}}
- Add the following footer:\end{document}
7. You should be back where you are choosing a card type. (To get to this window, click on the card type name from the window where you are adding cards.) Click on your new card type and click 'Choose.' 8. Click 'Cards...'. You should see something like: - ![Card layout in Anki](latex_card.png) 10. Replace the front template with -[latex]{{Front}}[/latex]
- and the back template with[latex]{{Front}}[/latex]
[latex]{{Back}}[/latex] ``` 9. Click 'Close'. You're done! Just select this card type when you're importing cards in future.