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https://github.com/carefree0910/machinelearning
Machine learning algorithms implemented by pure numpy
https://github.com/carefree0910/machinelearning
deep-learning machine-learning numpy pytorch tensorflow visualization
Last synced: 10 days ago
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Machine learning algorithms implemented by pure numpy
- Host: GitHub
- URL: https://github.com/carefree0910/machinelearning
- Owner: carefree0910
- License: mit
- Created: 2016-09-18T09:37:01.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2023-04-17T11:59:48.000Z (over 1 year ago)
- Last Synced: 2024-10-15T17:41:08.704Z (24 days ago)
- Topics: deep-learning, machine-learning, numpy, pytorch, tensorflow, visualization
- Language: Jupyter Notebook
- Homepage: https://mlblog.carefree0910.me
- Size: 52.3 MB
- Stars: 1,065
- Watchers: 61
- Forks: 725
- Open Issues: 9
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# MachineLearning
#### Update! (2020.05.31)
A simplified (and more elegant) version: [carefree-ml](https://github.com/carefree0910/carefree-ml)---
A Python ML package mainly for educational use.
Implemented with `Numpy`
Implemented `Tensorflow` & `PyTorch` backend for [NN](https://github.com/carefree0910/MachineLearning/tree/master/NN) & [SVM](https://github.com/carefree0910/MachineLearning/tree/master/e_SVM)
“文档”可以参见[知乎专栏](https://zhuanlan.zhihu.com/carefree0910-pyml)或[博客](https://mlblog.carefree0910.me)