ivann's Projects
12306智能刷票,订票
An open autonomous driving platform
Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
Large Language Model-enhanced Recommender System Papers
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
记录毕设实验代码
Implementation of the paper "Deep Learning-Based Channel Estimation"
Example models using DeepSpeed
This is the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.
Secure aggregation protocol for TensorFlow Federated
A simple Python implementation of a secure aggregation protocole for federated learning.
Federated Optimization in Heterogeneous Networks (MLSys '20)
Federated Reinforcement Learning
A robot powered training repository :robot:
test repo for github learning
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
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.
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.
Port of Facebook's LLaMA model in C/C++
A list of awesome papers and resources of recommender system on large language model (LLM).
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Trust-based Recruitment Mechanism in Mobile Crowd Sensing. This is the demonstration for our trust mechanism and recruitment algorithms.
《MIMO-OFDM无线通信技术及MATLAB实现》随书源码
memorialHTML5
京东茅台抢购
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
classical optimization algorithms by MATLAB 2017b