Democratizing AI
Low-Code AutoML Library
Aniket Maurya / @aniketmaurya
Gradsflow
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About me
Aniket Maurya
An open-source AutoML & PyTorch Model
Training Library
Developer Advocate
at
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Vision of Gradsflow
● Anyone can Build with AI
● Low Code
● Save development time
● Focus on Solving Problems
● Automate Repetitive Tasks
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Who is it for?
● Developers
● Novice to Expert ML Engineers
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About GradsFlow
● Powerful & easy-to-extend Model Training
API
● Automatic Machine Learning model building
& training
● Automatic Hyperparameter tuning & model
selection.
● Increased Productivity by removing
repetitive tasks.
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About GradsFlow
● Powerful & easy-to-extend Model Training
API
● Automatic Machine Learning model
building & training
● Automatic Hyperparameter tuning & model
selection.
● Increased Productivity by removing
repetitive tasks.
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About GradsFlow
● Powerful & easy-to-extend Model Training
API
● Automatic Machine Learning model building
& training
● Automatic Hyperparameter tuning &
model selection.
● Increased Productivity by removing
repetitive tasks.
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About GradsFlow
● Powerful & easy-to-extend Model Training
API
● Automatic Machine Learning model building
& training
● Automatic Hyperparameter tuning & model
selection.
● Increased Productivity by removing
repetitive tasks.
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Core
● Model
● Tracker
● Tuner
● AutoClassifier
● AutoSummarization
● AutoTask
High Level API
Model Training Auto ML
BaseModel Metrics
● AutoDataset
● RayDataset
Data
Gradsflow
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Automatic Model Building and Training
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Simplified Hyperparameter tuning API
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Contribute to GradsFlow
● New Idea
● Improve Documentation
● Add Examples
● Fix issues
● Find/Fix Bugs
● Add new feature
● Write test cases