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quant_aware_L2Grad_regularization
quant_aware_L2Grad_regularization PublicOur work implements novel L2-Norm gradient (L2Grad) and variance of the weight distrbution (VarianceNorm) regularizers for quantization-aware training such that the distribution of weights are more…
Jupyter Notebook 1
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reinforcement_learning_dqn_pacman
reinforcement_learning_dqn_pacman PublicIntegrated Convolutional Neural Networks (CNN) with Double Deep Q-Learning (DQN) Agent for OpenAI Pacman Domain.
Python 1
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reversi
reversi PublicCreated a Ubuntu terminal implementation of the Classic Reversi Game. Used ANSI codes for display, programmed computer to make optimal moves, and guarded for invalid input. Display all possible mov…
C++
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conv_filter_pruning_l1norm
conv_filter_pruning_l1norm PublicIterative structured filter pruning for CNN kernels by l1-norm. Implemented with MultiStep learning rate method.
Python 1
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mentorship_matching_algorithm
mentorship_matching_algorithm PublicGale Shapley Mentorship Matching Algorithm.
Python
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google_maps_api_interface
google_maps_api_interface PublicInteractive map-based interface that utilizes Google Maps API, Javascript and HTML/CSS. Displays lost and found locations in Boston as markers with information windows. Includes option to find dire…
HTML 1
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