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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
1
MLTools 101:
2
3
Knime
4
5
Knative
6
7
Streamlit alternatives:
8
Gradio
9
Plotly
10
Dash API
11
Bokeh
12
Shiny
13
Jupyter
14
15
MLflow
16
start
17
18
Gradio
19
20
Pycaret
21
22
Weights and biases
23
https://wandb.ai/site
24
25
Neptune
26
Data versioning
27
experiment tracking
28
Interface monitoring
29
Can be integrated with MLFlow
30
31
DVC ML
32
33
34
Pytorch lightning
35
36
Top 20 Pytorch libraries
37
38
Top 10 Tensorflow libraries
39
https://www.tensorflow.org/resources/libraries-extensions
40
Tensorflow Hub
41
Model Optimization
42
Tensorflow Recommenders
43
Lattice
44
Tensorflow Graphics
45
Tensorflow Federated
46
Probability
47
Tensor2Tensor
48
Tensorflow Privacy
49
Tensorflow Agents
50
Dopamine
51
TRFL
52
Mesh Tensorflow
53
RaggedTensors
54
UnicodeOps
55
Tensorflow Ranking
56
Magenta
57
Nucleas
58
Sonnet
59
Neutral Structured Learning
60
Tensorflow Addon
61
Tensorflow I/O
62
Tensorflow Quantum
63
Model Cart Toolkit
64
Model Remediation
65
Fairness Indicators
66
Cloud
67
Decision Forests
68
Tensorflow Text
69
https://www.tensorflow.org/text
70
71
DVC alternative:
72
Dolthub
73
74
DeltaLake
75
76
Git Large File Storage
77
78
PachyDerms
79
80
Dolt
81
82
LakeFS
83
84
85
ML Image Classifier
86
87
Chatistics
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Contents
# RD12001