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AMIYA MAITY's Projects

ml_normal_equation icon ml_normal_equation

Normal Equation is an analytical approach to Linear Regression with a Least Square Cost Function. We can directly find out the value of θ without using Gradient Descent. Following this approach is an effective and a time-saving option when are working with a dataset with small features. Normal Equation is a follows : In the above equation, θ : hypothesis parameters that define it the best. X : Input feature value of each instance. Y : Output value of each instance.

nvshare icon nvshare

Practical GPU Sharing Without Memory Size Constraints

tensorrtx icon tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

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