dogeplusplus

sam-at-home

Gradio UI for running Meta AI's Segment Anything on own hardware. Promptable segmentation via keypoints and bounding boxes.

diffusion-mri

Diffusion model for MRI image generation

flax-u2net

JAX/Flax implementation of U-2 Net for salient object detection.

group-unet

Experiment on rotation equivariance using Group Convolution U-Nets applied to segmentation of butterfly images

haiku-transformer

Vision Transformer implemented with JAX and dm-haiku

torch-actor-critic

PyTorch implementation of Soft Actor-Critic using MPI for distributed training.

neural-style

Web application demonstrating neural style transfer on images/webcam feeds. Built with tensorflow serving for model inference, and streamlit for UI/backend.

pensum-perdiscere

advent-code-2022

albert

Re-implementation of ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

dogeplusplus

dogeplusplus.github.io

This is my personal website.

dreambooth-hackathon

gi-tract

gpt2-playground

Sandbox experiments for playing around with nanoGPT

GPU-Puzzles

Solve puzzles. Learn CUDA.

islp

Book club for Introduction to Statistical Learning with applications in Python

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

keypoint-cat

mlflow

Open source platform for the machine learning lifecycle

mlflow-server

Module-0

Module 0 - Fundamentals

multimodal-cell

ppo-worm

Application of PPO for the 3D Unity Worm Environment. Control 10 agents corresponding to worm segments. Includes MLFlow setup for tracking experiments and a custom Gym wrapper that builds off of UnityEnvironment.

python-template

Python template repository for initial setup.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rust-tracer

Ray Tracer Challenge In Rust

sandbox

Sandbox code for smaller experiments and for playing around

torchrec

Pytorch domain library for recommendation systems

vision

Datasets, Transforms and Models specific to Computer Vision