Guocong Song (songgc)

songgc

Geek Repo

Company:Playground Global

Location:Palo Alto, CA

Home Page:http://playground.global/

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Guocong Song's repositories

TF-recomm

Tensorflow-based Recommendation systems

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AB3DMOT

Official Python Implementation for "A Baseline for 3D Multi-Object Tracking"

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arbitragerepair

Python modules and jupyter notebook examples for the paper Detect and Repair Arbitrage in Price Data of Traded Options.

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cassie-rl

An OpenAI Gym style reinforcement learning interface for Agility Robotics' biped robot Cassie

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ceres-python

Python binding for ceres-solver

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compare_gan

Compare GAN code.

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g2opy

Python binding of SLAM graph optimization framework g2o

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GeoNet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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models

Models and examples built with TensorFlow

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mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR'19].

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MultiObjectiveOptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

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neural-diffusion-processes

Neural Diffusion Processes

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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.

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NeuralDialog-CVAE

Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

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neuralSDE-marketmodel

Python modules and jupyter notebook examples for the paper Arbitrage-free Neural-SDE Market Models.

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Pangolin

Pangolin is a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input.

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Piano-Fingering-Generators

Research Project - Piano Fingering Generators

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pybind11_build_examples

pybind11 build file examples

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pyOptionPricing

Option pricing based on Black-Scholes processes, Monte-Carlo simulations with Geometric Brownian Motion, historical volatility, implied volatility, Greeks hedging

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shadowing

Implements Path Shadowing Monte-Carlo (PS-MC).

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tensorflow

An Open Source Machine Learning Framework for Everyone

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tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

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twitchslam

A toy implementation of monocular SLAM written while livestreaming

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vins-application

VINS-Mono and Fusion application of different sets of cameras and imu on different board including desktop and jetson xavier

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VolatilityIsMostlyPathDependent

Code for the paper Volatility is (mostly) path-dependent

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