Difference between revisions of "Regularization"
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| + | * [http://www.analyticsvidhya.com/blog/2018/04/fundamentals-deep-learning-regularization-techniques/ An Overview of Regularization Techniques in Deep Learning (with Python code) | Shubham Jain] | ||
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| + | Different Regularization techniques in Deep Learning: | ||
| + | * L2 and L1 regularization | ||
* [[Dropout]] | * [[Dropout]] | ||
| + | * Data augmentation | ||
| + | * Early stopping | ||
<youtube>u73PU6Qwl1I</youtube> | <youtube>u73PU6Qwl1I</youtube> | ||
<youtube>NyG-7nRpsW8</youtube> | <youtube>NyG-7nRpsW8</youtube> | ||
Revision as of 08:51, 30 December 2018
Youtube search... ...Google search
Different Regularization techniques in Deep Learning:
- L2 and L1 regularization
- Dropout
- Data augmentation
- Early stopping
