C-opt

1st-Order-Optimizers

Code in C for 1st order optimization algorithms implemented for elastic net regularized convex objective functions. The compiler should be the latest version of gcc or similar.

1st-Order-Optimizers-in-MATLAB

Code in MATLAB for 1st order optimization algorithms implemented for elastic net regularized convex objective functions.

C-opt

CSI-Camera

Simple example of using a CSI-Camera (like the Raspberry Pi Version 2 camera) with the NVIDIA Jetson Nano Developer Kit

GAP-annealing

Code written in C that solves GAP using annealing algorithm

GCN-tutorial

Introductory tutorial on Graph Convolutional Networks with Keras

idea_flux

IdeaFlux is a Reddit comments mining tool.

Keras-notes

Jupyter notebooks for self-study on "Deep Learning with Python".

Kernel-Hyperparameter-Tracking

Code written in Python 2.7 for experiment on SVM with RBF kernel on "Robust and Efficient Kernel Hyperparameter Paths with Guarantees".

MachineLearningNotebooks

Machine learning notebooks with theory & practice for personal use.

C-opt/GCN-tutorial

Introductory tutorial on Graph Convolutional Networks with Keras

C-opt/idea_flux

IdeaFlux is a Reddit comments mining tool.

C-opt/1st-Order-Optimizers

Code in C for 1st order optimization algorithms implemented for elastic net regularized convex objective functions. The compiler should be the latest version of gcc or similar.

C-opt/1st-Order-Optimizers-in-MATLAB

Code in MATLAB for 1st order optimization algorithms implemented for elastic net regularized convex objective functions.

C-opt/C-opt

C-opt/CSI-Camera

Simple example of using a CSI-Camera (like the Raspberry Pi Version 2 camera) with the NVIDIA Jetson Nano Developer Kit

C-opt/GAP-annealing

Code written in C that solves GAP using annealing algorithm

C-opt/Keras-notes

Jupyter notebooks for self-study on "Deep Learning with Python".

C-opt/Kernel-Hyperparameter-Tracking

Code written in Python 2.7 for experiment on SVM with RBF kernel on "Robust and Efficient Kernel Hyperparameter Paths with Guarantees".

C-opt/MachineLearningNotebooks

Machine learning notebooks with theory & practice for personal use.

C-opt/video-processing-python

Video processing scripts in Python 3.