tinyBIG Documentation
The documentations of the tinybig library will be organized as follows.
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tinybiglibrary for rpn model design, building, training, and evaluation
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tinybig.modelfor deep rpn model design and building
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tinybig.modulefor rpn model component design and assembly
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tinybig.layerfor rpn layer design and construction from heads
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tinybig.headfor rpn head design and construction from component functions
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tinybig.configfor deep rpn model configuration design and processing
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tinybig.expansionfor data expansion function design and implementation
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tinybig.compressionfor data compression function design and implementation
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tinybig.transformationfor data transformation function design and implementation
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tinybig.reconciliationfor parameter reconciliation function design and implementation
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tinybig.remainderfor remainder function design and implementation
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tinybig.interdependencefor interdependence function design and implementation
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tinybig.fusionfor fusion function design and implementation
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tinybig.koalalibrary for mathematics and interdisciplinary sciences
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tinybig.datafor deep rpn model dataloader design
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tinybig.outputfor deep rpn model output processing, saving and loading
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tinybig.lossfor deep rpn model loss function definition
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tinybig.metricfor deep rpn model performance evaluation
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tinybig.optimizerfor deep rpn model optimization and learning
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tinybig.learnerfor deep rpn model training and testing
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tinybig.visualfor deep rpn model visualization and rendering
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tinybig.utilfor deep rpn model utility function definition
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tinybig.zootopiafor deep rpn model concrete applications