Pinned Repositories
-Re-UPINN
Reproduction of the UPINN from "Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data"
Adversarially-Learned-Anomaly-Detection
ALAD (Proceedings of IEEE ICDM 2018) official code
agem
Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow
ALAE
[CVPR2020] Adversarial Latent Autoencoders
alphastrassen
Reproduction of AlphaTensor paper for 2x2 matrices
alphatensor
AMrotor
AMrotor - A MATLAB Toolbox for the Simulation of Rotating Machinery
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
chatgpt_academic
科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能
SAC-QMIX
Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.
xueliu8617112's Repositories
xueliu8617112/chatgpt_academic
科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能
xueliu8617112/-Re-UPINN
Reproduction of the UPINN from "Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data"
xueliu8617112/alphastrassen
Reproduction of AlphaTensor paper for 2x2 matrices
xueliu8617112/alphatensor
xueliu8617112/Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
xueliu8617112/conformal-RUL-intervals
xueliu8617112/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
xueliu8617112/Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
xueliu8617112/deep-symbolic-optimization
Source code for deep symbolic optimization.
xueliu8617112/dendPLRNN
xueliu8617112/DOP
Codes accompanying the paper "DOP: Off-Policy Multi-Agent Decomposed Policy Gradients" (ICLR 2021, https://arxiv.org/abs/2007.12322)
xueliu8617112/Gaussian-Processes-Regression-Tutorial
An Intuitive Tutorial to Gaussian Processes Regression
xueliu8617112/google-research
Google Research
xueliu8617112/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
xueliu8617112/keras-lmu3
Keras implementation of Legendre Memory Units
xueliu8617112/Laplace
Laplace approximations for Deep Learning.
xueliu8617112/lassonet
Feature selection in neural networks
xueliu8617112/MADDPG-1
Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments".
xueliu8617112/MARL-Algorithms
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
xueliu8617112/PDE-FIND
xueliu8617112/probnum
Probabilistic Numerics in Python.
xueliu8617112/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
xueliu8617112/rl-starter-files
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
xueliu8617112/SGConv
xueliu8617112/sonode
Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"
xueliu8617112/SymbolicPhysicsLearner
Symbolic physics learner: Discovering governing equations via Monte Carlo tree search
xueliu8617112/transformer-1
A TensorFlow Implementation of the Transformer: Attention Is All You Need
xueliu8617112/transformer-2
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
xueliu8617112/transient_rotordynamic
transient dynamics of elastic rotors in journal bearings with Julia and Python
xueliu8617112/Youtube-Code-Repository
Repository for most of the code from my YouTube channel