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Tutorials

449 items from ujjwalkarn/machine-learning-tutorials ★18,265

tools
  1. Bayesian Methods for Hackers github.com
    tool category #machine-learning link ↗

    by Cameron Davidson-Pilon. Introduction to Bayesian methods and probabilistic graphical models using tensorflow-probability (and, alternatively PyMC2/3).

  2. Machine Learning for Software Engineers github.com
    tool category #datascience link ↗
  3. TensorFlow Examples for Beginners github.com
    tool category #machine-learning-tutorials link ↗

    TensorFlow tutorials and code examples for beginners

  4. Kalman & Bayesian Filters in Python github.com
    tool category #machine-learning-tutorials link ↗

    Kalman Filter book using Jupyter Notebook.

  5. LSTM for Human Activity Recognition github.com
    tool category #machine-learning-tutorials link ↗

    Recurrent Neural Network classification in TensorFlow with LSTM on cellphone sensor data

  6. Torch Code for character-level language models using LSTM github.com
    tool category #machine-learning-tutorials link ↗
  7. Dive into Machine Learning with Python Jupyter notebook and scikit-learn github.com
    tool category #machine-learning link ↗
  8. Assignments github.com
    tool category #courses link ↗
  9. Data Science Python github.com
    tool category #learn-datascience link ↗

    .

  10. Time series forecasting with Sequence-to-Sequence (seq2seq) rnn models github.com
    tool category #machine-learning-tutorials link ↗

    Learn to use a seq2seq model on simple datasets as an introduction to the vast array of possibilities that this architecture offers

  11. AI/ML YouTube Courses github.com
    tool category #machine-learning-tutorials link ↗
  12. Simplified Scikit-learn Style Interface to TensorFlow github.com
    tool category #machine-learning-tutorials link ↗

    TensorFlow wrapper à la scikit-learn.

  13. A curated list of speech and natural language processing resources github.com
    tool category #machine-learning-tutorials link ↗
  14. DataScienceR github.com
    tool category #r link ↗

    .

  15. Machine Learning Cheat Sheet github.com
    tool category #machine-learning-tutorials link ↗
  16. gplearn github.com
    tool category #python-data-science link ↗

    Genetic Programming in Python.

  17. Have Fun With Machine Learning github.com
    tool category #machine-learning-tutorials link ↗
  18. Graph Based Deep Learning Literature github.com
    tool category #machine-learning-tutorials link ↗
  19. TensorFlow Book github.com
    tool category #machine-learning-tutorials link ↗
  20. All Codes github.com
    tool category #machine-learning-tutorials link ↗
  21. Ethen's Notebook Collection github.com
    tool category #machine-learning-tutorials link ↗

    Continuously updated machine learning documentations (mainly in Python3). Contents include educational implementation of machine learning algorithms from scratch and open-source library usage

  22. Machine Translation Reading List github.com
    tool category #machine-learning-tutorials link ↗
  23. Knowledge Representation Learning Papers github.com
    tool category #machine-learning-tutorials link ↗
  24. GitHub Repo github.com
    tool category #machine-learning-tutorials link ↗
  25. Tutorial github.com
    tool category #machine-learning-tutorials link ↗
  26. Learn Statistics Using Python github.com
    tool category #machine-learning-tutorials link ↗

    Learn Statistics using an application-centric programming approach

  27. Music generation using RNNs (Keras) github.com
    tool category #machine-learning-tutorials link ↗
  28. Torch code for Visual Question Answering using a CNN+LSTM model github.com
    tool category #machine-learning-tutorials link ↗
  29. GitHub Repo github.com
    tool category #machine-learning-tutorials link ↗
  30. Deep Learning Implementation Tutorials - Keras and Lasagne github.com
    tool category #machine-learning-tutorials link ↗
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