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  1. Handbook

Software Technology

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Last updated 1 year ago

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  • Programming languages

    • Python

    • R

    • A low-level language, e.g., Cython and/or Rcpp

  • Source control

  • Deep Learning and Machine Learning

    • PyTorch and Tensorflow

    • Scikit-Learn

    • Our library:

  • Data exploration and visualization

    • Python:

    • DE for R:

    • Addtional for Python: , ,

    • Additional for R: ,

  • Deployment

TBD:

  • Web development

    • Backend

      • Database:

      • Search

    • Frontend

      • Vizualization

Framework:

REST API:

Javascript UI Framework:

GitHub
AMBER
IPython/Jupyter
Rstudio
pandas
seaborn
plotly
tidyverse
Shiny
docker
AWS
Google Colab
Django
Django REST Framework
MySQL
Neo4j
elasticsearch
solr
Haystack
D3.js
sigmajs
React
Bootstrap