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  maximum likelihood
Posted by: narsim - 11-21-2019, 11:54 AM - Forum: Machine learning fundamentals - No Replies








https://machinelearningmastery.com/expec...algorithm/

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  Bayes theorem
Posted by: narsim - 11-20-2019, 03:24 PM - Forum: Machine learning fundamentals - No Replies

https://youtu.be/5NMxiOGL39M
[video=youtube]http://https://youtu.be/5NMxiOGL39M[/video]

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  3 hour video ...covers lot of date functions as well
Posted by: admin_agora - 10-16-2019, 06:43 PM - Forum: Tutorials and Videos - No Replies

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  time series in Python
Posted by: narsim - 10-16-2019, 11:51 AM - Forum: Tutorials and Videos - No Replies

https://www.machinelearningplus.com/time...ng-python/


good explanation of concepts with FutureRetailSales Dataset

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  Python pydata talk and tool for time series
Posted by: narsim - 10-15-2019, 03:50 PM - Forum: Tutorials and Videos - Replies (1)

https://youtu.be/tJ-O3hk1vRw

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  Backprop with example
Posted by: narsim - 04-19-2018, 05:08 PM - Forum: Deep Learning and Neural Networks - No Replies

https://mattmazur.com/2015/03/17/a-step-...n-example/

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  Audio processing papers
Posted by: narsim - 04-18-2018, 01:40 PM - Forum: Audio and deep learning - No Replies

https://arxiv.org/pdf/1709.04396.pdf

http://deepsound.io/music_genre_recognition.html

Writing Journal About Contact[/url]     
Getting started on Music Information Retrieval
Per my friend’s interest on the application of deep learning on music, I decided to try some state-of-the-art in the area of Music Information Retrieval.

  1. [url=https://hanezu.github.io/journals/Getting-started-on-music-genre-recognition.html#music-recommendation-system-of-spotify]Music recommendation system of Spotify
  2. Music Genre Recognition by DeepSound
    1. Run their code
    2. Run with GPU
  3. Music recommendation by Keunwoo Choi
    1. Transfer learning
      1. Remark
    2. Music Tagging
      1. Tensorflow Implementation
    3. Kapre
    4. Tutorial: DL4MIR
      1. Example 1 and 2
      2. Example 5-1: is there anyone singing?
  4. Example 5-2
  5. Other public repos
    1. Deep Audio Classification
    2. MusicGenreClassification
  6. Research papers
    1. End-to-end learning for music audio tagging at scale
    2. Non-local Neural Networks

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  links
Posted by: narsim - 04-15-2018, 05:23 AM - Forum: business case links - No Replies

https://www.kdnuggets.com/2017/04/datarp...rimer.html

https://www.kdnuggets.com/2017/02/5-deci...entum.html

https://github.com/roshanmadhushanka/PythonML

https://www.infoq.com/articles/machine-l...aintenance

https://www.conted.ox.ac.uk/courses/data...me_details

http://blog.datagraphy.io/predictive-mai...ot-course/

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  Convolution networks
Posted by: narsim - 04-14-2018, 12:24 PM - Forum: Deep Learning and Neural Networks - No Replies

http://cs231n.github.io/convolutional-networks/#case

https://cs.stanford.edu/people/karpathy/...ssion.html

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  DO and donts and philosophy of Python
Posted by: narsim - 03-29-2018, 05:22 PM - Forum: Zen of Python - No Replies

http://docs.python-guide.org/en/latest/w...-of-python

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