Projects

• C++ / CUDA fastcv - fastcv is a C++ CUDA rewrite with Pytorch bindings of the image filters in the OpenCV library.
• C / C++ InferGPT - A high performance C/C++ inference engine for GPT based architectures that runs on CPU.
• Triton Triton GPT2 - Implementing GPT-2 architecture in triton.
• CUDA MNIST - A CUDA implementation of a simple feedforward neural network and benchmark against libraries like pytorch.
• ML Theory Advanced ML - A collection of advanced machine learning topics implemented from scratch.