Guocong Song's repositories
AB3DMOT
Official Python Implementation for "A Baseline for 3D Multi-Object Tracking"
arbitragerepair
Python modules and jupyter notebook examples for the paper Detect and Repair Arbitrage in Price Data of Traded Options.
ceres-python
Python binding for ceres-solver
compare_gan
Compare GAN code.
g2opy
Python binding of SLAM graph optimization framework g2o
MultiObjectiveOptimization
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
neural-diffusion-processes
Neural Diffusion Processes
neural-symbolic-machines
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
neuralSDE-marketmodel
Python modules and jupyter notebook examples for the paper Arbitrage-free Neural-SDE Market Models.
Pangolin
Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input.
Piano-Fingering-Generators
Research Project - Piano Fingering Generators
pybind11_build_examples
pybind11 build file examples
pyOptionPricing
Option pricing based on Black-Scholes processes, Monte-Carlo simulations with Geometric Brownian Motion, historical volatility, implied volatility, Greeks hedging
shadowing
Implements Path Shadowing Monte-Carlo (PS-MC).
tensorflow
An Open Source Machine Learning Framework for Everyone
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
twitchslam
A toy implementation of monocular SLAM written while livestreaming
vins-application
VINS-Mono and Fusion application of different sets of cameras and imu on different board including desktop and jetson xavier
VolatilityIsMostlyPathDependent
Code for the paper Volatility is (mostly) path-dependent
yolov8_tf-serving
Serving YOLOv8 detection model with tf-serving