Rapid Duck

rapid search game for tech lovers~

Main Questions to be addressed:

  • What is it?

  • When did they start?

  • Which company initiated it?

  • What are the top 5 pros and cons?

# RD12001

Search on ML Tools

Participants:

  • Eswar

  • Bairavi

  • Charles

Duration: 30 minutes

MLTools 101:
Knime
Knative
Streamlit alternatives:
Gradio
Plotly
Dash API
Bokeh
Shiny
Jupyter
MLflow
start
Gradio
Pycaret
Weights and biases
https://wandb.ai/site
Neptune
Data versioning
experiment tracking
Interface monitoring
Can be integrated with MLFlow
DVC ML
Pytorch lightning
Top 20 Pytorch libraries
Top 10 Tensorflow libraries
https://www.tensorflow.org/resources/libraries-extensions
Tensorflow Hub
Model Optimization
Tensorflow Recommenders
Lattice
Tensorflow Graphics
Tensorflow Federated
Probability
Tensor2Tensor
Tensorflow Privacy
Tensorflow Agents
Dopamine
TRFL
Mesh Tensorflow
RaggedTensors
UnicodeOps
Tensorflow Ranking
Magenta
Nucleas
Sonnet
Neutral Structured Learning
Tensorflow Addon
Tensorflow I/O
Tensorflow Quantum
Model Cart Toolkit
Model Remediation
Fairness Indicators
Cloud
Decision Forests
Tensorflow Text
https://www.tensorflow.org/text
DVC alternative:
Dolthub
DeltaLake
Git Large File Storage
PachyDerms
Dolt
LakeFS
ML Image Classifier
Chatistics