# Rapid Duck

**Main Questions to be addressed:**

* What is it?&#x20;
* When did they start?&#x20;
* Which company initiated it?&#x20;
* 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
```
