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Richard Kelley's Projects

order-embedding icon order-embedding

Implementation of caption-image retrieval from the paper "Order-Embeddings of Images and Language"

osqp icon osqp

The Operator Splitting QP Solver

paip-rs icon paip-rs

Paradigms of AI programming, but in Rust. So I can learn.

pgslam icon pgslam

Implementation of ICP-based Pose Graph SLAM

pillbox icon pillbox

Contains implementation of AdVIL, AdRIL, and DAeQuIL algorithms from the ICML '21 Paper Of Moments and Matching.

pose-attention icon pose-attention

Code for "Multi-Context Attention for Human Pose Estimation " (CVPR 2017)

pose-hg-train icon pose-hg-train

Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"

pp-vi icon pp-vi

Notes related to probabilistic programming and variational inference.

prml icon prml

PRML algorithms implemented in Python

puck icon puck

Puck is a lightning-fast parser for natural languages using GPUs

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pydegensac icon pydegensac

Advanced RANSAC (DEGENSAC) with bells and whistles for H and F estimation

pyranet icon pyranet

Code for "Learning Feature Pyramids for Human Pose Estimation" (ICCV 2017)

pyslam icon pyslam

pySLAM contains a monocular Visual Odometry (VO) pipeline in Python. It supports many modern local features based on Deep Learning.

python-loam icon python-loam

Python implementation of LOAM algorithm by Ji Zhang and Sanjiv Singh

rayt icon rayt

Monte Carlo ray tracer developed using Rust

replicating-deepmind icon replicating-deepmind

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

rl icon rl

Python implementations of RL algorithms, just for fun.

rl_a3c_pytorch icon rl_a3c_pytorch

Reinforcement learning with implementation of A3C LSTM for Atari 2600

rlqp icon rlqp

Accelerating Quadratic Optimization with Reinforcement Learning

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