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Tools List

Data Wrangling and Data Versioning:

  1. Luigi
  2. Airflow
  3. MongoDB
  4. Prodigy
  5. Scale
  6. Figure Eight
  7. LiquidData

Training and Experiment Management:

1. Tensorflow
2. PyTorch
3. Ray
4. Cafe
5. fast.ai
6. Weight
7. Tensorboard
8. MLFlow

Code Editors:

  1. Jupyter
  2. Pycharm
  3. Google Notebooks

Continuous Integration:

  1. Buildkit

Deployment and Resource Management:

  1. Docker
  2. Slurm
  3. Comet
  4. Tune
  5. Algorithmia
  6. Seldom
  7. Onnx