diff --git a/README.md b/README.md index 47a746b..1f2aaf5 100644 --- a/README.md +++ b/README.md @@ -2,4 +2,4 @@ ### Disclaimer: All the rights of these codes and resources belong to their original authors. I am compiling a collection for self-learning purposes and to build tools by myself using the knowledge. -I learned how to build these notes like as Jupyter-book thanks to this source repository on [Hands-On Mathematical Optimization with Python](https://github.com/mobook/MO-book) and the [Jupyter Book](https://jupyterbook.org/en/stable/start/build.html) official page on how to build beautiful, publication-quality books and documents from computational content. \ No newline at end of file +I learned how to build these notes like a Jupyter-book thanks to this source repository on [Hands-On Mathematical Optimization with Python](https://github.com/mobook/MO-book) and the [Jupyter Book](https://jupyterbook.org/en/stable/start/build.html) official page on how to build beautiful, publication-quality books and documents from computational content. \ No newline at end of file diff --git a/_build/.doctrees/environment.pickle b/_build/.doctrees/environment.pickle index 7bf3bb9..e3af804 100644 Binary files a/_build/.doctrees/environment.pickle and b/_build/.doctrees/environment.pickle differ diff --git a/_build/.doctrees/intro.doctree b/_build/.doctrees/intro.doctree index 1219205..5bc54f2 100644 Binary files a/_build/.doctrees/intro.doctree and b/_build/.doctrees/intro.doctree differ diff --git a/_build/.doctrees/notebooks/00/00.doctree b/_build/.doctrees/notebooks/00/00.doctree index ccfa0ff..fe2fa3c 100644 Binary files a/_build/.doctrees/notebooks/00/00.doctree and b/_build/.doctrees/notebooks/00/00.doctree differ diff --git a/_build/html/_sources/intro.md b/_build/html/_sources/intro.md index 4031d87..fc945dd 100644 --- a/_build/html/_sources/intro.md +++ b/_build/html/_sources/intro.md @@ -1,7 +1,7 @@ # {ml-nn-zero2hero} :::{admonition} Disclaimer -:class: warning +:class: important All the rights of these codes and resources belong to their original authors. I am compiling a collection for self-learning purposes and to build tools by myself using the knowledge. ::: @@ -9,19 +9,24 @@ Welcome to **Collection of notes on {ml.nn-zero2hero}**. This repository include Other resources include (but not limited to), - The [DeepLearning.ai](https://deeplearning.ai/) courses on the Machine Learning / Deep Learning Specialization by Andrew Ng +- The [MIT Deep Learning book](https://www.deeplearningbook.org/) by Ian Goodfellow and Yoshua Bengio and Aaron Courville - Online book on [Model-based Machine Learning](https://mbmlbook.com/) by John Winn +- Nvidia's [Learning Deep Learning](https://www.nvidia.com/en-us/training/books/) by Magnus Ekman - [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/uploads/prod/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf) by Christopher Bishop - [Hands-On Mathematical Optimization with Python](https://github.com/mobook/MO-book) by The MO Book Group -```{note} -The goals of this collection of notebooks are to: - +```{note} The goals of this collection of notebooks are to: * Grasp the foundations for hands-on machine learning and deep learning in an elegant approach * Have fun while learning and compiling notes and eventually end in a culmination of work * Help readers to easily navigate the learning experience with a good compilation on notes on the subject * Demonstrate the use of SOTA tools and concepts for documenting beautiful publication-quality work ``` +:::{admonition} Personal Goal +:class: tip +I want to publish my work at [NuerIPS 2025](https://nips.cc/) :) +::: + ### Pre-requisites - Python 3.9 or above (preferably on VSCode) @@ -37,4 +42,7 @@ The goals of this collection of notebooks are to: Get started -``` \ No newline at end of file +``` + + +https://nips.cc/Conferences/2024/CallForPapers \ No newline at end of file diff --git a/_build/html/_sources/notebooks/00/00.md b/_build/html/_sources/notebooks/00/00.md index 0cc24fe..bc2e4d7 100644 --- a/_build/html/_sources/notebooks/00/00.md +++ b/_build/html/_sources/notebooks/00/00.md @@ -5,8 +5,18 @@ - matplotlib - pandas - scikit-learn -- tensorflow2 +- [tensorflow2](https://www.tensorflow.org/tutorials/quickstart/beginner) - keras +Some math: + +$$ +P(A_1 \cup A_2 \cup A_3) +& = P(B \cup A_3) \\ +& = P(B) + P(A_3) - P(BA_3) \\ +&= P(A_1) + P(A_2) - P(A_1A_2) + P(A_3) - P(A_1A_3 \cup A_2A_3) \\ +&= \sum_{i=1}^3 P(A_i) - \mathop{\sum \sum}_{1 \le i < j \le 3} P(A_iA_j) + P(A_1A_2A_3) +$$ + ```{tableofcontents} ``` \ No newline at end of file diff --git a/_build/html/genindex.html b/_build/html/genindex.html index bbf3de8..7884969 100644 --- a/_build/html/genindex.html +++ b/_build/html/genindex.html @@ -212,6 +212,7 @@
  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

    @@ -462,6 +467,10 @@

    {ml-nn-zero2hero} +

    Personal Goal

    +

    I want to publish my work at NuerIPS 2025 :)

    +

    Pre-requisites#

    diff --git a/_build/html/notebooks/00/00.html b/_build/html/notebooks/00/00.html index 7d8a189..5776fb0 100644 --- a/_build/html/notebooks/00/00.html +++ b/_build/html/notebooks/00/00.html @@ -57,6 +57,8 @@ + + @@ -213,6 +215,7 @@
  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

    +

    Some math:

    +
    +\[\begin{split} +P(A_1 \cup A_2 \cup A_3) +& = P(B \cup A_3) \\ +& = P(B) + P(A_3) - P(BA_3) \\ +&= P(A_1) + P(A_2) - P(A_1A_2) + P(A_3) - P(A_1A_3 \cup A_2A_3) \\ +&= \sum_{i=1}^3 P(A_i) - \mathop{\sum \sum}_{1 \le i < j \le 3} P(A_iA_j) + P(A_1A_2A_3) +\end{split}\]
  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks

  • github:handson-ml
    • +
  • github:learning-deep-learning

    • Neural Networks