mingzhangPHD

mingzhangPHD's Stars

• dafish-ai/NTU-Machine-learning

  **大学李宏毅老师机器学习

  Language:Jupyter Notebook942379

• HobbitLong/PyContrast

  PyTorch implementation of Contrastive Learning methods

  Language:Python1.9k185

• HobbitLong/SupContrast

  PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

  Language:Python3k525

• sthalles/SimCLR

  PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

  Language:Jupyter Notebook2.2k458

• YuxuanXiu/PGNN.pytorch

  A pytorch implementation of the paper "Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling"

  Language:Python158

• vwxyzjn/cleanrl

  High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

  Language:Python5.3k602

• tmdt-buw/python-plantsim

  Language:Python1711

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python19.5k3k

• picotech/picosdk-ps5000a-matlab-instrument-driver

  MATLAB® Instrument Driver for use with PicoScope® 5000 Series (A API) oscilloscopes

  Language:HTML32

• aryan-jadon/Regression-Loss-Functions-in-Time-Series-Forecasting-PyTorch

  This repository compares the performance of 8 different regression loss functions used in Time Series Forecasting using Temporal Fusion Transformers.

  Language:Jupyter Notebook255

• yazdanfarreza/PEM_FuelCell-Performance

  This is a project to forecast Fuel Cell Performance

  Language:Jupyter Notebook123

• SarodYatawatta/federated-pytorch-test

  Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth

  Language:Python417

• hjmshi/PyTorch-LBFGS

  A PyTorch implementation of L-BFGS.

  Language:Python58066

• locuslab/TCN

  Sequence modeling benchmarks and temporal convolutional networks

  Language:Python4.1k874

• hitlic/pgnn-pytorch

  pytorch version of PGNN from the paper <Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling>

  Language:Python1

• arkadaw9/PGNN

  Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling

  Language:Python9333

• cure-lab/SCINet

  The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)

  Language:Python617127

• Vincent-Vercruyssen/transfertools

  Python toolbox for transfer learning.

  Language:Jupyter Notebook296

• flopach/opc-ua-sensor-simulator

  OPC UA simulation server written in Python, which sends out 3 values from a real data set

  Language:Python5715

• FreeOpcUa/opcua-client-gui

  OPC-UA GUI Client

  Language:Python519171

• mathworks/Simscape-Hybrid-Electric-Vehicle-Model

  A Power-Split Hybrid Electric Vehicle (HEV) model in Simscape

  Language:HTML5112

• OpenFCST/OpenFCSTv03

  Release v0.3 (Dec 10, 2016)

  Language:C++2911

• ECSIM/opem

  OPEM (Open Source PEM Fuel Cell Simulation Tool)

  Language:Python19758

• JDS1912/Energy-Management-System-of-Hybrid-Fuel-Cell-Electric-Vehicle-using-Reinforcement-Learning

  Language:Jupyter Notebook8

• FreeOpcUa/python-opcua

  LGPL Pure Python OPC-UA Client and Server

  Language:Python1.3k659

• westerndigitalcorporation/desmod

  Discrete Event Simulation Modeling framework for SimPy

  Language:Python6320

• salabim/salabim

  salabim - discrete event simulation

  Language:Python29364

• virginiakm1988/ML2022-Spring

  **Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

  Language:Jupyter Notebook2k476

• hyunwoongko/transformer

  Transformer: PyTorch Implementation of "Attention Is All You Need"

  Language:Python2.8k410

• CyberZHG/torch-multi-head-attention

  Multi-head attention in PyTorch

  Language:Python14635