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I will different types of deep learning model
About this Gig
If you need any Deep Learning model for your work, you're in the right place. I offer predictive Coding (PCN), Multilayer Perceptron (MLP), Neural ODE and Neural SDE that can handle different types of data for feature learning, classifications, regression and feature generate. My gig only for reference, you are welcome to contact me for taylor made order.
Expertise:
Feature learning
•
Classification
Programming language:
Python
Tools:
Jupyter Notebook
Frameworks:
Scikit-learn
•
PyTorch
•
Panda
FAQ
What is Predictive Coding ?
Predictive Coding is a brain inspired architecture that don't use backpropagation as it learning algorithm. It generates data's feature by it states.
What is Neural ODE ?
Neural ODE is the short term of Neural Ordinary Differential Equation, which is a Deep Learning architecture base on Ordinary Differential Equation, it doesn't learn the data only, it also learns the vector field, give more stable output than MLP.
What is Neural SDE ?
Neural SDE is the short term of Neural Stochastic Differential Equation, which is a model that one step further from Neural ODE. Adding a random term to make model to learn randomness if data have a statistic distribution
