ml

Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.

MIT License

Downloads
629
Stars
16
Committers
2
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Ecosystems: Python, Tensorflow
ml - ML-Python v2.3 Latest Release

Published by vivek3141 over 4 years ago

What's new in 2.3

  • Added AdamOptimizer in C

    •  from ml.optimizer import AdamOptimizer

  • Improved stability

  • Overall Bug Fixes

ml - ml-python v2.2

Published by vivek3141 over 5 years ago

What's new in 2.2

  • Changed ml.linear_regression to run in C.
    • Time is 20% faster
  • Fixed bug where ml.linear_regression.LinearRegression.fit would not accept higher amount of steps
  • Improved stability
  • Overall Bug Fixes
ml - ml-python v2.1

Published by vivek3141 over 5 years ago

What's new in 2.1

  • Changed code for Gradient Descent Optimization to be in C with Python C API
    • Time is 24% faster compared to vanilla python
    • Check examples in ml/examples OR ml/ml/optimizer/optimizer_test.py
  • Overall Bug Fixes
ml - ml-python v2.0

Published by vivek3141 almost 6 years ago

What's new in 2.0

  • Added support to optimize any function passed using gradient descent
  • Changed ml.regression to use batches causing a massive performance boost
  • Major bug fixes
  • Improving overall stability
ml - ml-python v1.16

Published by vivek3141 almost 6 years ago

ML-python v1.16

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules
  • New Nonlinear Regression

What's new in 1.15 & 1.16

  • Fixed issue where Markdown doesn't work in PyPI
  • Bug Fixes
ml - ml-python v1.14

Published by vivek3141 almost 6 years ago

ML-python v1.14

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules
  • New Nonlinear Regression

What's new in 1.14

  • Added Nonlinear Regression with tensorflow backend
  • Major bug fixes
  • Added examples and testing for nonlinear regression
ml - ml-python v1.13

Published by vivek3141 almost 6 years ago

ML-python v1.13

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.13

  • Fixed images in PyPi
  • Added more documentation
  • Added to GitHub Pages
  • Bug fixes
ml - ml-python v1.12

Published by vivek3141 almost 6 years ago

ML-python v1.12

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.12

  • Fixed dataset creation for logistic regression in ml.random
  • Added test files to ./tests for quick build tests
  • Updated documentation
  • Minor bug fixes
ml - ml-python v1.11

Published by vivek3141 almost 6 years ago

ML-python v1.11

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.11

  • Added to_print for ml.nn.NeuralNetwork.fit
  • Adding .travis.yml for build testing
  • Fixed files in /examples
  • Minor bug fixes
ml - ml-python v1.10

Published by vivek3141 almost 6 years ago

ML-python v1.10

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.10

  • Added to_print for ml.logistic_regression
  • Minor bug fixes
ml - ml-python v1.9

Published by vivek3141 almost 6 years ago

ML-python v1.9

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.9

  • Fixed AttributeError upon importing ml.logistic_regression
  • Minor bug fixes
ml - ml-python v1.8

Published by vivek3141 almost 6 years ago

ML-python v1.8

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.8

  • Fixed ModuleNotFoundError upon import
  • Minor bug fixes
ml - ml-python v1.7

Published by vivek3141 almost 6 years ago

ML-python v1.7

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.7

  • Fixed RuntimeWarning upon import
  • Minor bug fixes
ml - ml-python v1.6

Published by vivek3141 almost 6 years ago

ML-python v1.6

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.6

  • Minor bug fixes
ml - ml-python v1.5

Published by vivek3141 almost 6 years ago

ML-python v1.5

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.5

  • Fixed import bug that prevented importing the module
  • Minor bug fixes
ml - ml-python v1.4

Published by vivek3141 almost 6 years ago

ML-python v1.4

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.4

  • Added init for imports
  • Bug fixes
ml - ml-python v1.3

Published by vivek3141 about 6 years ago

ML-python v1.3

Implemented Algorithms

  • 2D CNN
  • Basic MLP
  • K-Means
  • Linear Regression
  • Logistic Regression
  • Graph Modules

What's new in 1.3

  • Added documentation for each function
  • Fixed bug when saving models to a specific folder
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