Milestone.md

Milestone -- 3-days

2017/03/25

• Choose frameworks
  • tornado
  • jupyter-kernel-gateway
  • jsplumb
  • jquery
  • bootstrap
• With dependency
  • ipyparallel==6.0.2
  • jupyter-kernel-gateway==1.2.0
  • Keras==2.0.3
  • matplotlib==1.5.3
  • networkx==1.11
  • numpy==1.11.3
  • pandas==0.19.2
  • scikit-learn==0.18.1
  • scipy==0.18.1
  • seaborn==0.7.1
  • tensorflow==1.0.0
  • tornado==4.4.2
  • xgboost==0.6a2

2017/03/28

• Web <-> management server <-> Jupyter kernel gateway
• Drag & Drop add one node
• Node Structure with inputs & output, labels, close(x) button
• Chart: read image from jupyter
• Run & Stop
• Run flow with running scripts one-by-one

2017/03/31

• Add node, delete node, connect node,
• Table style
• Float/drag console div
• Code style/highlight
• Console description/inputs/output
• With Node structure, create node/jsplumb.

2017/4/3

• Run
• Stop
• Color style of idle/wait/busy/done
• Message structure
• Dynamic get script from module to jupyter

2017/4/6

• Two "Add File" + One "Merge Data" works!!!
• Multi Session!!!
• Could we parse doc to get js nodeTypeList?!
• "Add File"/"Merge Data"/"Split Data"/"Get Train Test" woks!!!
• Multi outputs
• Add "Model"/"Evaluate"
• Run from add data to predict/roc_auc_score
• Change node/connector style
• To add widget support
• To add canvas drag support
• To add node/widget class data structure and api

2017/4/9

• New Logo!!! ;-)
• Add widget structure suppport!
• To enter widget
• Add new widget to widgetList
• Show tab name with widget-node name
• Add canvas to widget
• Switch to this canvas
• Batch add nodes with widget structure
• Batch draw nodes with widget structure
• Widget button function!

2017/4/12

• Refactor: Inputs "Default" full length!!!
• Batch add nodes with widget structure
• Batch draw nodes with widget structure
• Widget button function!

2017/4/15

• docx/pdf of MARS!

2017/4/18

• Code cleaning!!!!!!!!!

2017/4/21

• Keras
• Widget Modal
• Clear node/widget after delete
• Close tab
• Alert js

2017/4/24

• Run all nodes from current widget.
• Node balance...

2017/4/27

• DAG with NetworkX
• Flow script refactor
• Parallel tasks with ipyparallel, one user <--> one kernel <--> one client <--> multi engines
• HDF5 or just dataframe