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