Pinned

1. naive-dqn-maze naive-dqn-maze Public

   Maze Solver from scratch (under 260 lines) using Naive Reinforcement Learning with Q-Table construction

   Python 3 3

2. SHM-Learn SHM-Learn Public

   A CUDA & cuDNN powered Deep Learning C++ Library with clean interface and faster training speed (6x more over Caffe)

   C++ 5 1

3. CUDA-Connected-Component-Labelling CUDA-Connected-Component-Labelling Public

   Parallel GPU Implementation of Connected Component Labelling (CCL). Connected-component labeling is used in computer vision to detect connected regions in binary digital images

   Cuda 50 16

4. CPU-Connected-Component-Labelling CPU-Connected-Component-Labelling Public

   This is a fast custom algorithm having O(n) linear time & O(n) memory complexity implemented on the CPU for solving the famous connected component labelling problem. The algorithm implemented here,…

   C++ 6 1

5. SHMatrix SHMatrix Public

   A neat C++ custom Matrix class to perform super-fast GPU (or CPU) powered Matrix/Vector computations with minimal code, leveraging the power of cuBLAS where applicable.

   C++ 3 1

6. RoomNet RoomNet Public

   A lightweight ConvNet (~700 KB) to classify pictures of different rooms of a house/apartment with 88.9 % accuracy

   Java 26 8