tinyBIG Documentation
The documentations of the tinybig
library will be organized as follows.
-
tinybig
library for rpn model design, building, training, and evaluation
-
tinybig.model
for deep rpn model design and building
-
tinybig.module
for rpn model component design and assembly
-
tinybig.layer
for rpn layer design and construction from heads
-
tinybig.head
for rpn head design and construction from component functions
-
tinybig.config
for deep rpn model configuration design and processing
-
tinybig.expansion
for data expansion function design and implementation
-
tinybig.compression
for data compression function design and implementation
-
tinybig.transformation
for data transformation function design and implementation
-
tinybig.reconciliation
for parameter reconciliation function design and implementation
-
tinybig.remainder
for remainder function design and implementation
-
tinybig.interdependence
for interdependence function design and implementation
-
tinybig.fusion
for fusion function design and implementation
-
tinybig.koala
library for mathematics and interdisciplinary sciences
-
tinybig.data
for deep rpn model dataloader design
-
tinybig.output
for deep rpn model output processing, saving and loading
-
tinybig.loss
for deep rpn model loss function definition
-
tinybig.metric
for deep rpn model performance evaluation
-
tinybig.optimizer
for deep rpn model optimization and learning
-
tinybig.learner
for deep rpn model training and testing
-
tinybig.visual
for deep rpn model visualization and rendering
-
tinybig.util
for deep rpn model utility function definition
-
tinybig.zootopia
for deep rpn model concrete applications