tinyBIG by IFM Lab
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tinyBIG Python Library
Building deep function learning models with unified architectures using tinyBIG in Python.
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tinyBIG by IFM Lab
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tinybig
tinybig
tinybig.module
tinybig.module
transformation
fabrication
remainder
rpn_head
rpn_layer
tinybig.expansion
tinybig.expansion
identity_expansion
reciprocal_expansion
linear_expansion
taylor_expansion
fourier_expansion
bspline_expansion
chebyshev_expansion
jacobi_expansion
hyperbolic_expansion
arc_hyperbolic_expansion
trigonometric_expansion
arc_trigonometric_expansion
gaussian_rbf_expansion
inverse_quadratic_rbf_expansion
naive_normal_expansion
naive_cauchy_expansion
naive_chi2_expansion
naive_gamma_expansion
naive_exponential_expansion
naive_laplace_expansion
combinatorial_expansion
combinatorial_normal_expansion
nested_expansion
extended_expansion
tinybig.reconciliation
tinybig.reconciliation
constant_reconciliation
zero_reconciliation
one_reconciliation
constant_eye_reconciliation
identity_reconciliation
masking_reconciliation
duplicated_padding_reconciliation
lorr_reconciliation
hm_reconciliation
lphm_reconciliation
dual_lphm_reconciliation
hypernet_reconciliation
tinybig.remainder
tinybig.remainder
constant_remainder
zero_remainder
one_remainder
identity_remainder
linear_remainder
tinybig.model
tinybig.model
model
rpn
tinybig.config
tinybig.config
config
rpn_config
tinybig.learner
tinybig.learner
learner
backward_learner
forward_learner
tinybig.data
tinybig.data
dataset
dataloader
function_dataloader
elementary_function
composite_function
feynman_function
dimensionless_feynman_function
mnist
cifar10
imagenet
text_dataloader
imdb
sst2
agnews
tabular_dataloader
iris
diabetes
banknote
tinybig.output
tinybig.output
output
rpn_output
tinybig.metric
tinybig.metric
metric
accuracy
f1
mse
tinybig.util
tinybig.util
set_random_seed
create_directory_if_not_exists
Tutorials
Tutorials
Beginner's Tutorials
Beginner's Tutorials
Expansion Function
Advanced Tutorials
Advanced Tutorials
Examples
Examples
tinybig for Functions
tinybig for Functions
Elementary Function
Composite Function
Feynman Function
tinybig for Vision
tinybig for Vision
MNIST Classification
MNIST with Dual LPHM
CIFAR10 Classification
tinybig for Language
tinybig for Language
Failure of KAN
IMDB Classification
AGNews Classification
SST2 Classification
tinybig for Tabular
tinybig for Tabular
Iris Species Inference
Diabetes Diagnosis
Banknote Authentication
Blogs
Blogs
Archive
News
News
Research News
Library Updates
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