Projects
fastcv
fastcv is a C++ CUDA rewrite with Pytorch bindings of the image filters in the OpenCV library.
InferGPT
A high performance C/C++ inference engine for GPT based architectures that runs on CPU.
Triton GPT-2
Implementing GPT-2 architecture in triton.
MNIST CUDA
A CUDA implementation of a simple feedforward neural network and benchmark against libraries like pytorch.
Advanced ML
A collection of advanced machine learning topics implemented from scratch.