🔗 Links (Last updated on 2023.11.22)

Prof. Jianping Huang & Group

hjp.lzu.edu.cn (in Chinese)

Software

Here are some softwares and tools that I find useful in my research:

• Coding & editting
  • Visual Studio Code, also a lightweight version where you can work remotely even with an iPad.
  • MobaXterm, SSH client
  • Zotero and Nutstore are useful for managing and syncing your references and citations
• Python related
  • Data Processing
    • Pandas, Xarray, MetPy
  • Machine Learning
    • scikit-learn, lightgbm, xgboost, tslearn, SHAP
  • Automated Machine Learning:
    • OPTUNA, TPOT, autogluon
  • Causal inference
    • causalpy, PyMC
  • Parallel Computing
    • Dask
  • Visualization
    • matplotlib, seaborn, plotly, JoyPy
    • contextily (retrieve open source maps)
    • cmpas (NCL colormap)
  • Package Management
    • Anaconda, maba

Useful links

I find the following link a very valuable resource: Advice for researchers and students