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yunqiuxu Goto Github PK

followers: 90.0 following: 77.0 repos: 30.0 gists: 3.0

Type: User

Company: University of Technology Sydney

Bio: Per Angusta Ad Augusta

Location: Sydney

Blog: https://www.linkedin.com/in/yunqiu-xu-53052ab4

Hi, Yunqiu here! 👋

Machine learning engineer @ ROKT, ex-postdoctoral research fellow @ UTS
I provide machine learning solutions for multiple areas:
- Recommendation system
- Natural language processing
- Reinforcement learning
- Intelligent transportation systems
- Cybersecurity
- Mobile edge computing
- Computer vision
I have expertise in:
- Programming
- Statistical modeling
- Problem solving
- Team management
- Technical consulting
LinkedIn | Google Scholar

My Skills

Languages

Machine Learning & Deep Learning

Database

Cloud

Project Management

Miscellaneous

yunqiuxu's Projects

attention-learn-to-route

Attention based model for learning to solve different routing problems

co_envs

RL environments for conbinatorial problems

decentralizedalgorithmtradingplatform

DAPP project, combine online shop and outsourcing platform

denoise-transformer-autoencoder

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

elegantrl

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

facialkeypointsdetection

Kaggle Compatition : Facial Keypoints Detection

failed-ml

Compilation of high-profile real-world examples of failed machine learning projects

maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

minihack

MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

qwa

readings

Paper notes

redis

Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.

sha-kg

Stacked hierarchical attention for text-based games

silg

tianshou

An elegant PyTorch deep reinforcement learning library.

torchbeast

A PyTorch Platform for Distributed RL

unsw

Course materials

unswtalk

Facebook like website built via Flask

uts-cas_thesis_template

An UNOFFICIAL Latex PhD Thesis template developed by students at CAS.

yunqiuxu

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