Pinned

1. quant_aware_L2Grad_regularization quant_aware_L2Grad_regularization Public

   Our 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

2. reinforcement_learning_dqn_pacman reinforcement_learning_dqn_pacman Public

   Integrated Convolutional Neural Networks (CNN) with Double Deep Q-Learning (DQN) Agent for OpenAI Pacman Domain.

   Python 1

3. reversi reversi Public

   Created 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++

4. conv_filter_pruning_l1norm conv_filter_pruning_l1norm Public

   Iterative structured filter pruning for CNN kernels by l1-norm. Implemented with MultiStep learning rate method.

   Python 1

5. mentorship_matching_algorithm mentorship_matching_algorithm Public

   Gale Shapley Mentorship Matching Algorithm.

   Python

6. google_maps_api_interface google_maps_api_interface Public

   Interactive 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