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  • 👋 Hi, I’m @walternie
  • 👀 I’m interested in data science and intelligent communications.
  • 🌱 I’m currently learning time series forecasting.
  • 💞️ I’m looking to collaborate on data science.
  • 📫 Reach me at [email protected]

ivann's Projects

apollo icon apollo

An open autonomous driving platform

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

channelnet icon channelnet

Implementation of the paper "Deep Learning-Based Channel Estimation"

dnn_detection_via_keras icon dnn_detection_via_keras

This is the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.

fedprox icon fedprox

Federated Optimization in Heterogeneous Networks (MLSys '20)

fedrl icon fedrl

Federated Reinforcement Learning

hyperts icon hyperts

A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.

kats icon kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

ldamp_based-channel-estimation icon ldamp_based-channel-estimation

This code is for the following paper: H. He, C. Wen, S. Jin, and G. Y. Li, “Deep learning-based channel estimation for beamspace mmwave massive MIMO systems,” IEEE Wireless Commun. Lett., vol. 7, no. 5, pp. 852–855, Oct. 2018.

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

mcs_project icon mcs_project

Trust-based Recruitment Mechanism in Mobile Crowd Sensing. This is the demonstration for our trust mechanism and recruitment algorithms.

mimo_ofdm icon mimo_ofdm

《MIMO-OFDM无线通信技术及MATLAB实现》随书源码

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

opti412 icon opti412

classical optimization algorithms by MATLAB 2017b

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