https://github.com/tansudasli/tensorflow-sandbox

all about machine learning
https://github.com/tansudasli/tensorflow-sandbox

apache-arrow keras machine-learning numpy pandas scikit-learn tensorflow2

Last synced: about 1 month ago
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all about machine learning

• Host: GitHub
• URL: https://github.com/tansudasli/tensorflow-sandbox
• Owner: tansudasli
• Created: 2020-04-10T12:44:44.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2023-09-22T15:13:01.000Z (over 2 years ago)
• Last Synced: 2025-03-01T04:27:07.586Z (about 1 year ago)
• Topics: apache-arrow, keras, machine-learning, numpy, pandas, scikit-learn, tensorflow2
• Language: Jupyter Notebook
• Homepage:
• Size: 3.67 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# tensorflow-sandbox

- numpy

- pandas

- sklearn

- tf2

### General structure of an ML pipeline

- data gathering (sampling), 

- EDA (data, outliers, relations)

- preprocessing

- split (sampling)

- model (fit, predict, hyper-tune) 

  - regression

  - classification

  - clustering

- evaluation

for more [detail ...](https://github.com/tansudasli/tensorflow-sandbox/wiki)