https://github.com/hailiang-wang/maximum-likelihood-estimation
Collect resources for maximum-likelihood-estimation with Github Python Examples
https://github.com/hailiang-wang/maximum-likelihood-estimation
machine-learning maximum-likelihood-estimation
Last synced: 17 days ago
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Collect resources for maximum-likelihood-estimation with Github Python Examples
- Host: GitHub
- URL: https://github.com/hailiang-wang/maximum-likelihood-estimation
- Owner: hailiang-wang
- Created: 2017-08-02T16:18:25.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2017-08-04T01:50:12.000Z (almost 9 years ago)
- Last Synced: 2025-01-07T11:11:28.075Z (over 1 year ago)
- Topics: machine-learning, maximum-likelihood-estimation
- Language: Python
- Size: 955 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# maximum likelihood estimation
## Python module to fit statistical models to observed data through maximum likelihood estimation.
https://github.com/Samurais/maxlike
## Natural-Language-Processing-Language-Model
https://github.com/Samurais/Natural-Language-Processing-Language-Model
Implemented a language model for a class project in Python which uses Maximum Likelihood Estimation and Laplace Smoothing to automatically generate language.
## [Train MNIST with logreg](./logreg)
## linear_regression_tensorflow.py
```
python linear_regression_tensorflow.py
```
## L2 regularization
TODO http://blog.smellthedata.com/2009/06/python-logistic-regression-with-l2.html