14 projects
DLStudio
A PyTorch based software platform for teaching the Deep Learning class at Purdue University
NonlinearLeastSquares
A Python module for solving optimization problems with nonlinear least-squares
YOLOLogic
An educational module for experimenting with the YOLO logic for multi-instance object detection and for generating region proposals with graph-based algorithms
RegionProposalGenerator
An educational module for experimenting with the YOLO logic for multi-instance object detection and for generating region proposals with graph-based algorithms
ComputationalGraphPrimer
An educational module meant to serve as a prelude to talking about automatic differentiation in deep learning frameworks (for example, as provided by the Autograd module in PyTorch)
BitVector
A memory-efficient packed representation for bit arrays in pure Python
Watershed
An image segmentation algorithm based on the watershed paradigm
PartialLeastSquares
A Python module for regression and classification with the Partial Least Squares algorithm
CeroCoinClient
A Python based educational platform for learning and teaching the basic concepts of crypto currencies
ICP
A Python module for registering a photo with a database image of the same scene
LocalitySensitiveHashing
A Python implementation of Locality Sensitive Hashing for finding nearest neighbors and clusters in multidimensional numerical data
DecisionTree
A Python module for decision-tree based classification of multidimensional data
BitArray2D
A memory-efficient packed representation for 2D bit arrays (This is a renamed version of the Bit2DArray module)
Bit2DArray
A memory-efficient packed representation for 2D bit arrays
