Included Algorithms
- Finance 2.Bio
- Vision
- NLP and
- Speech
Algorithm Details:
Algorithm Description:
- This algorithm uses sign function as model to predict.
- Stochastic Gradient Descent is used to perform online training on each input.
- Uses hinge loss function without hinge.
- Implementation accepts user arguments for learning rates.
- Two optimization techniques added a. SGD b. Adam variant of SGD
- Logistic loss to caluclate loss
- Adam variant uses dropout to customize learning with increasing training iterations.
#SVM (to be added)
- Logistic: