radaimi Goto Github PK

active-learning

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

leveraging-al-and-cmi-in-har

Code for "Leveraging Active Learning and Conditional Mutual Information to Minimize Data Annotation in Human Activity Recognition"

localitydependent-gesturerecognition-smartwatch

mcfly

A deep learning tool for time series classification

rpnet

RPNet: an End-to-End Network for Relative Camera Pose Estimation

task_free_continual_learning

This repository demonstrates the application of our proposed task-free continual learning method on a synthetic experiment.

towards-understanding-regularization-in-normalization-layers-in-deep-neural-networks

Exploring the effect of regularization in normalization layers, including batch normalization, layer normalization, group normalization, and instance normalization by running several experiments and visualizing validation performance, neural nets weights, and distribution.

understanding-batch-normalization

understanding-models-through-the-training-data

Understand predictions of black box models by studying the influence of the training data