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mkdocs.yml
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site_name: tinyBIG by IFM Lab
site_url: https://www.tinybig.org/
repo_url: https://github.com/jwzhanggy/tinyBIG
edit_uri: blob/main/docs/
repo_name: Edit on Github
copyright: Copyright © 2024 <a href="https://www.ifmlab.org/">IFM Lab</a>. All rights reserved.
theme:
name: material
logo: assets/img/logo_white.png
favicon: assets/img/logo.png
icon:
repo: fontawesome/brands/github
font:
text: Roboto
custom_dir: docs/overrides
palette:
# Palette toggle for light mode
- media: "(prefers-color-scheme: light)"
scheme: default
primary: "deep purple"
accent: "deep purple"
toggle:
icon: material/brightness-7
name: Switch to dark mode
# Palette toggle for dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: "deep purple"
accent: "deep purple"
toggle:
icon: material/brightness-4
name: Switch to light mode
features:
# navigation features
- navigation.footer
- navigation.indexes
#- navigation.sections
- navigation.tabs
- navigation.top
- navigation.tracking
#- navigation.instant
#- navigation.instant.progress
#- navigation.tracking
#- navigation.tabs.sticky
#- navigation.path
# header features
#- header.autohide
- announce.dismiss
# code features
- content.action.edit
- content.action.view
- content.code.copy
- content.code.select
- content.code.annotate
- content.tooltips
# search features
- search.highlight
- search.share
- search.suggest
# toc features
- toc.follow
markdown_extensions:
- tables
- def_list
- admonition
- md_in_html
- neoteroi.timeline
- neoteroi.cards
- neoteroi.projects
- pymdownx.details
- pymdownx.superfences
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.snippets
- pymdownx.superfences
- pymdownx.arithmatex:
generic: true
block_tag: 'pre'
- pymdownx.tasklist:
custom_checkbox: true
- pymdownx.superfences
- pymdownx.tabbed:
alternate_style: true
- attr_list
- pymdownx.emoji:
emoji_index: !!python/name:material.extensions.emoji.twemoji
emoji_generator: !!python/name:material.extensions.emoji.to_svg
plugins:
- search
- macros
#- glightbox
- mkdocs-jupyter
- blog:
#authors_profiles: true
enabled: true
- mkdocstrings:
handlers:
python:
options:
docstring_style: numpy
heading_level: 3
- rss:
match_path: blog/posts/.*
date_from_meta:
as_creation: date
categories:
- categories
- tags
# comment this at deployment
- exclude:
glob:
- 'notes/*.py'
- 'notes/*.ipynb'
- 'tutorials/*/*/*/*.py'
- 'tutorials/*/*/*/*.ipynb'
extra_javascript:
- overrides/javascripts/mathjax.js
- https://unpkg.com/mathjax@3/es5/tex-mml-chtml.js
- overrides/javascripts/katex.js
- https://unpkg.com/katex@0/dist/katex.min.js
- https://unpkg.com/katex@0/dist/contrib/auto-render.min.js
extra_css:
- https://unpkg.com/katex@0/dist/katex.min.css
- overrides/css/custom.css
- overrides/css/neoteroi-mkdocs.css
extra:
meta:
- name: robots
content: index, follow
social:
- icon: fontawesome/brands/github
link: https://github.com/jwzhanggy/tinyBIG
# the footnote generator notice, copyright
#generator: false
toolkit: 'tinyBIG'
our: 'RPN'
author: 'Jiawei Zhang'
affiliation: 'IFM Lab'
#===========================================
nav:
- Home: index.md
- Get Started:
- guides/index.md
- About us: guides/about_us.md
- Installation: guides/installation.md
- Quickstart: guides/quick_start.md
- Docs:
- documentations/index.md
- tinybig:
- documentations/tinybig/index.md
- tinybig.model:
- documentations/model/index.md
- rpn_architecture:
- documentations/model/rpn.md
- rpn_based_ml_models:
- documentations/model/pgm.md
- documentations/model/naive_bayes.md
- documentations/model/svm.md
- rpn_based_dl_models:
- documentations/model/mlp.md
- documentations/model/kan.md
- rpn_based_backbones:
- documentations/model/cnn.md
- documentations/model/rnn.md
- documentations/model/regression_rnn.md
- documentations/model/gcn.md
- documentations/model/gat.md
- documentations/model/transformer.md
- tinybig.module:
- documentations/module/index.md
- documentations/module/model.md
- documentations/module/layer.md
- documentations/module/head.md
- documentations/module/function.md
- documentations/module/transformation.md
- documentations/module/fabrication.md
- documentations/module/remainder.md
- documentations/module/interdependence.md
- documentations/module/fusion.md
- tinybig.layer:
- documentations/layer/index.md
- documentations/layer/perceptron_layer.md
- documentations/layer/grid_interdependence_layer.md
- documentations/layer/grid_compression_layer.md
- documentations/layer/chain_interdependence_layer.md
- documentations/layer/graph_interdependence_layer.md
- documentations/layer/graph_bilinear_interdependence_layer.md
- documentations/layer/bilinear_interdependence_layer.md
- tinybig.head:
- documentations/head/index.md
- documentations/head/perceptron_head.md
- documentations/head/svm_head.md
- documentations/head/kan_head.md
- documentations/head/pgm_head.md
- documentations/head/naive_bayes_head.md
- documentations/head/grid_interdependence_head.md
- documentations/head/grid_compression_head.md
- documentations/head/chain_interdependence_head.md
- documentations/head/graph_interdependence_head.md
- documentations/head/bilinear_interdependence_head.md
- tinybig.config:
- documentations/config/index.md
- documentations/config/config.md
- documentations/config/model_configs.md
- documentations/config/layer_configs.md
- documentations/config/head_configs.md
- documentations/config/function_configs.md
- documentations/config/function_list_configs.md
- tinybig.expansion:
- documentations/expansion/index.md
- basic_expansion:
- documentations/expansion/identity_expansion.md
- documentations/expansion/reciprocal_expansion.md
- documentations/expansion/linear_expansion.md
- polynomial_expansion:
- documentations/expansion/taylor_expansion.md
- documentations/expansion/fourier_expansion.md
- documentations/expansion/bspline_expansion.md
- documentations/expansion/chebyshev_expansion.md
- documentations/expansion/jacobi_expansion.md
- orthogonal_polynomial_expansion:
- documentations/expansion/hermite_expansion.md
- documentations/expansion/laguerre_expansion.md
- documentations/expansion/legendre_expansion.md
- documentations/expansion/gegenbauer_expansion.md
- documentations/expansion/bessel_expansion.md
- documentations/expansion/reverse_bessel_expansion.md
- documentations/expansion/fibonacci_expansion.md
- documentations/expansion/lucas_expansion.md
- wavelet_expansion:
- documentations/expansion/discrete_wavelet_expansion.md
- documentations/expansion/meyer_wavelet_expansion.md
- documentations/expansion/ricker_wavelet_expansion.md
- documentations/expansion/shannon_wavelet_expansion.md
- documentations/expansion/beta_wavelet_expansion.md
- documentations/expansion/harr_wavelet_expansion.md
- documentations/expansion/dog_wavelet_expansion.md
- trigonometric_expansion:
- documentations/expansion/hyperbolic_expansion.md
- documentations/expansion/arc_hyperbolic_expansion.md
- documentations/expansion/trigonometric_expansion.md
- documentations/expansion/arc_trigonometric_expansion.md
- geometric_expansion:
- documentations/expansion/geometric_expansion.md
- documentations/expansion/cuboid_patch_based_geometric_expansion.md
- documentations/expansion/cylinder_patch_based_geometric_expansion.md
- documentations/expansion/sphere_patch_based_geometric_expansion.md
- rbf_expansion:
- documentations/expansion/gaussian_rbf_expansion.md
- documentations/expansion/inverse_quadratic_rbf_expansion.md
- probabilistic_expansion:
- documentations/expansion/naive_normal_expansion.md
- documentations/expansion/naive_cauchy_expansion.md
- documentations/expansion/naive_chi2_expansion.md
- documentations/expansion/naive_gamma_expansion.md
- documentations/expansion/naive_exponential_expansion.md
- documentations/expansion/naive_laplace_expansion.md
- combinatorial_expansion:
- documentations/expansion/combinatorial_expansion.md
- documentations/expansion/combinatorial_normal_expansion.md
- nested/extended_expansion:
- documentations/expansion/nested_expansion.md
- documentations/expansion/extended_expansion.md
- tinybig.compression:
- documentations/compression/index.md
- basic_compression:
- documentations/compression/identity_compression.md
- documentations/compression/reciprocal_compression.md
- documentations/compression/linear_compression.md
- metric_based_compression:
- documentations/compression/metric_compression.md
- documentations/compression/max_compression.md
- documentations/compression/min_compression.md
- documentations/compression/sum_compression.md
- documentations/compression/prod_compression.md
- documentations/compression/mean_compression.md
- documentations/compression/median_compression.md
- geometric_compression:
- documentations/compression/geometric_compression.md
- documentations/compression/cuboid_patch_based_geometric_compression.md
- documentations/compression/cuboid_max_based_geometric_compression.md
- documentations/compression/cuboid_min_based_geometric_compression.md
- documentations/compression/cuboid_mean_based_geometric_compression.md
- documentations/compression/cylinder_patch_based_geometric_compression.md
- documentations/compression/cylinder_max_based_geometric_compression.md
- documentations/compression/cylinder_min_based_geometric_compression.md
- documentations/compression/cylinder_mean_based_geometric_compression.md
- documentations/compression/sphere_patch_based_geometric_compression.md
- documentations/compression/sphere_max_based_geometric_compression.md
- documentations/compression/sphere_min_based_geometric_compression.md
- documentations/compression/sphere_mean_based_geometric_compression.md
- feature_selection_compression:
- documentations/compression/feature_selection_compression.md
- documentations/compression/incremental_feature_clustering_based_compression.md
- documentations/compression/incremental_variance_threshold_based_compression.md
- dimension_reduction_compression:
- documentations/compression/dimension_reduction_compression.md
- documentations/compression/incremental_PCA_based_compression.md
- documentations/compression/incremental_random_projection_based_compression.md
- manifold_compression:
- documentations/compression/manifold_compression.md
- documentations/compression/isomap_manifold_compression.md
- documentations/compression/lle_manifold_compression.md
- documentations/compression/mds_manifold_compression.md
- documentations/compression/spectral_embedding_manifold_compression.md
- documentations/compression/tsne_manifold_compression.md
- probabilistic_compression:
- documentations/compression/naive_probabilistic_compression.md
- documentations/compression/naive_uniform_probabilistic_compression.md
- documentations/compression/naive_normal_probabilistic_compression.md
- documentations/compression/naive_cauchy_probabilistic_compression.md
- documentations/compression/naive_chi2_probabilistic_compression.md
- documentations/compression/naive_exponential_probabilistic_compression.md
- documentations/compression/naive_gamma_probabilistic_compression.md
- documentations/compression/naive_laplace_probabilistic_compression.md
- combinatorial_compression:
- documentations/compression/combinatorial_compression.md
- documentations/compression/combinatorial_probabilistic_compression.md
- nested/extended_compression:
- documentations/compression/nested_compression.md
- documentations/compression/extended_compression.md
- tinybig.transformation:
- documentations/transformation/index.md
- tinybig.reconciliation:
- documentations/reconciliation/index.md
- basic_reconciliation:
- documentations/reconciliation/constant_reconciliation.md
- documentations/reconciliation/zero_reconciliation.md
- documentations/reconciliation/one_reconciliation.md
- documentations/reconciliation/constant_eye_reconciliation.md
- documentations/reconciliation/identity_reconciliation.md
- documentations/reconciliation/masking_reconciliation.md
- documentations/reconciliation/duplicated_padding_reconciliation.md
- documentations/reconciliation/duplicated_diagonal_padding_reconciliation.md
- lowrank_reconciliation:
- documentations/reconciliation/lorr_reconciliation.md
- documentations/reconciliation/hm_reconciliation.md
- documentations/reconciliation/lphm_reconciliation.md
- documentations/reconciliation/dual_lphm_reconciliation.md
- hypernet_reconciliation:
- documentations/reconciliation/hypernet_reconciliation.md
- random_matrix_reconciliation:
- documentations/reconciliation/random_matrix_adaption_reconciliation.md
- documentations/reconciliation/random_matrix_hypernet_reconciliation.md
- tinybig.remainder:
- documentations/remainder/index.md
- documentations/remainder/constant_remainder.md
- documentations/remainder/zero_remainder.md
- documentations/remainder/one_remainder.md
- documentations/remainder/identity_remainder.md
- documentations/remainder/linear_remainder.md
- tinybig.interdependence:
- documentations/interdependence/index.md
- basic_interdependence:
- documentations/interdependence/constant_interdependence.md
- documentations/interdependence/constant_c_interdependence.md
- documentations/interdependence/zero_interdependence.md
- documentations/interdependence/one_interdependence.md
- documentations/interdependence/identity_interdependence.md
- statistical_kernel_interdependence:
- documentations/interdependence/statistical_kernel_based_interdependence.md
- documentations/interdependence/kl_divergence_interdependence.md
- documentations/interdependence/pearson_correlation_interdependence.md
- documentations/interdependence/rv_coefficient_interdependence.md
- documentations/interdependence/mutual_information_interdependence.md
- numerical_kernel_interdependence:
- documentations/interdependence/numerical_kernel_based_interdependence.md
- documentations/interdependence/linear_kernel_interdependence.md
- documentations/interdependence/polynomial_kernel_interdependence.md
- documentations/interdependence/hyperbolic_tangent_kernel_interdependence.md
- documentations/interdependence/exponential_kernel_interdependence.md
- documentations/interdependence/minkowski_distance_interdependence.md
- documentations/interdependence/manhattan_distance_interdependence.md
- documentations/interdependence/euclidean_distance_interdependence.md
- documentations/interdependence/chebyshev_distance_interdependence.md
- documentations/interdependence/canberra_distance_interdependence.md
- documentations/interdependence/cosine_similarity_interdependence.md
- documentations/interdependence/gaussian_rbf_kernel_interdependence.md
- documentations/interdependence/laplacian_kernel_interdependence.md
- documentations/interdependence/anisotropic_rbf_kernel_interdependence.md
- documentations/interdependence/custom_hybrid_kernel_interdependence.md
- parameterized_interdependence:
- documentations/interdependence/parameterized_interdependence.md
- documentations/interdependence/lowrank_parameterized_interdependence.md
- documentations/interdependence/hm_parameterized_interdependence.md
- documentations/interdependence/lphm_parameterized_interdependence.md
- documentations/interdependence/dual_lphm_parameterized_interdependence.md
- documentations/interdependence/random_matrix_adaption_parameterized_interdependence.md
- parameterized_bilinear_interdependence:
- documentations/interdependence/parameterized_bilinear_interdependence.md
- documentations/interdependence/lowrank_parameterized_bilinear_interdependence.md
- documentations/interdependence/hm_parameterized_bilinear_interdependence.md
- documentations/interdependence/lphm_parameterized_bilinear_interdependence.md
- documentations/interdependence/dual_lphm_parameterized_bilinear_interdependence.md
- documentations/interdependence/random_matrix_adaption_parameterized_bilinear_interdependence.md
- topological_interdependence:
- documentations/interdependence/graph_interdependence.md
- documentations/interdependence/multihop_graph_interdependence.md
- documentations/interdependence/pagerank_multihop_graph_interdependence.md
- documentations/interdependence/chain_interdependence.md
- documentations/interdependence/multihop_chain_interdependence.md
- documentations/interdependence/inverse_approx_multihop_chain_interdependence.md
- documentations/interdependence/exponential_approx_multihop_chain_interdependence.md
- geometric_interdependence:
- documentations/interdependence/geometric_interdependence.md
- documentations/interdependence/cuboid_patch_based_geometric_interdependence.md
- documentations/interdependence/cuboid_patch_padding_based_geometric_interdependence.md
- documentations/interdependence/cuboid_patch_aggregation_based_geometric_interdependence.md
- documentations/interdependence/cylinder_patch_based_geometric_interdependence.md
- documentations/interdependence/cylinder_patch_padding_based_geometric_interdependence.md
- documentations/interdependence/cylinder_patch_aggregation_based_geometric_interdependence.md
- documentations/interdependence/sphere_patch_based_geometric_interdependence.md
- documentations/interdependence/sphere_patch_padding_based_geometric_interdependence.md
- documentations/interdependence/sphere_patch_aggregation_based_geometric_interdependence.md
- parameterized_rpn_interdependence:
- documentations/interdependence/parameterized_rpn_interdependence.md
- hybrid_interdependence:
- documentations/interdependence/hybrid_interdependence.md
- tinybig.fusion:
- documentations/fusion/index.md
- basic_fusion:
- documentations/fusion/weighted_summation_fusion.md
- documentations/fusion/summation_fusion.md
- documentations/fusion/average_fusion.md
- documentations/fusion/parameterized_weighted_summation_fusion.md
- metric_fusion:
- documentations/fusion/metric_fusion.md
- documentations/fusion/mean_fusion.md
- documentations/fusion/prod_fusion.md
- documentations/fusion/max_fusion.md
- documentations/fusion/min_fusion.md
- documentations/fusion/median_fusion.md
- documentations/fusion/sum_fusion.md
- concatenation_fusion:
- documentations/fusion/concatenation_fusion.md
- parameterized_concatenation_fusion:
- documentations/fusion/parameterized_concatenation_fusion.md
- documentations/fusion/lowrank_parameterized_concatenation_fusion.md
- documentations/fusion/hm_parameterized_concatenation_fusion.md
- documentations/fusion/lphm_parameterized_concatenation_fusion.md
- documentations/fusion/dual_lphm_parameterized_concatenation_fusion.md
- documentations/fusion/random_matrix_adaption_parameterized_concatenation_fusion.md
- tinybig.koala:
- documentations/koala/index.md
- tinybig.koala.algebra:
- documentations/koala/algebra/index.md
- documentations/koala/algebra/find_close_factors.md
- tinybig.koala.linear_algebra:
- documentations/koala/linear_algebra/index.md
- documentations/koala/linear_algebra/metric.md
- documentations/koala/linear_algebra/kernel.md
- documentations/koala/linear_algebra/matrix.md
- tinybig.koala.statistics:
- documentations/koala/statistics/index.md
- documentations/koala/statistics/metric.md
- documentations/koala/statistics/kernel.md
- tinybig.koala.geometry:
- documentations/koala/geometry/index.md
- documentations/koala/geometry/coordinate.md
- documentations/koala/geometry/coordinate_3d.md
- documentations/koala/geometry/coordinate_2d.md
- documentations/koala/geometry/geometric_space.md
- documentations/koala/geometry/grid.md
- documentations/koala/geometry/cuboid.md
- documentations/koala/geometry/cylinder.md
- documentations/koala/geometry/sphere.md
- tinybig.koala.topology:
- documentations/koala/topology/index.md
- documentations/koala/topology/base_topology.md
- documentations/koala/topology/chain.md
- documentations/koala/topology/graph.md
- tinybig.koala.manifold:
- documentations/koala/manifold/index.md
- documentations/koala/manifold/manifold.md
- documentations/koala/manifold/isomap_manifold.md
- documentations/koala/manifold/tsne_manifold.md
- documentations/koala/manifold/spectral_embedding_manifold.md
- documentations/koala/manifold/mds_manifold.md
- documentations/koala/manifold/lle_manifold.md
- tinybig.koala.machine_learning:
- documentations/koala/machine_learning/index.md
- documentations/koala/machine_learning/incremental_dimension_reduction.md
- documentations/koala/machine_learning/incremental_PCA.md
- documentations/koala/machine_learning/incremental_random_projection.md
- documentations/koala/machine_learning/feature_selection.md
- documentations/koala/machine_learning/incremental_feature_clustering.md
- documentations/koala/machine_learning/incremental_variance_threshold.md
- tinybig.koala.signal_processing:
- documentations/koala/signal_processing/index.md
- documentations/koala/signal_processing/discrete_wavelet.md
- documentations/koala/signal_processing/harr_wavelet.md
- documentations/koala/signal_processing/beta_wavelet.md
- documentations/koala/signal_processing/dog_wavelet.md
- documentations/koala/signal_processing/meyer_wavelet.md
- documentations/koala/signal_processing/ricker_wavelet.md
- documentations/koala/signal_processing/shannon_wavelet.md
- tinybig.koala.physics:
- documentations/koala/physics/index.md
- tinybig.data:
- documentations/data/index.md
- base_data:
- documentations/data/dataset.md
- documentations/data/dataloader.md
- function_dataloader:
- documentations/data/function_dataloader.md
- documentations/data/elementary_function.md
- documentations/data/composite_function.md
- documentations/data/feynman_function.md
- documentations/data/dimensionless_feynman_function.md
- vision_dataloader:
- documentations/data/mnist.md
- documentations/data/cifar10.md
- documentations/data/imagenet.md
- text_dataloader_torchtext:
- documentations/data/text_dataloader.md
- documentations/data/imdb.md
- documentations/data/sst2.md
- documentations/data/agnews.md
- graph_dataloader:
- documentations/data/graph_dataloader.md
- documentations/data/cora.md
- documentations/data/citeseer.md
- documentations/data/pubmed.md
- time_series_dataloader:
- documentations/data/time_series_dataloader.md
- documentations/data/stock.md
- documentations/data/etf.md
- documentations/data/traffic_la.md
- documentations/data/traffic_bay.md
- tabular_dataloader:
- documentations/data/tabular_dataloader.md
- documentations/data/iris.md
- documentations/data/diabetes.md
- documentations/data/banknote.md
- tinybig.output:
- documentations/output/index.md
- documentations/output/output.md
- documentations/output/rpn_output.md
- tinybig.loss:
- documentations/loss/index.md
- tinybig.metric:
- documentations/metric/index.md
- documentations/metric/metric.md
- documentations/metric/accuracy.md
- documentations/metric/f1.md
- documentations/metric/mse.md
- tinybig.optimizer:
- documentations/optimizer/index.md
- tinybig.learner:
- documentations/learner/index.md
- documentations/learner/learner.md
- documentations/learner/backward_learner.md
- documentations/learner/forward_learner.md
- tinybig.visual:
- documentations/visual/index.md
- tinybig.util:
- documentations/util/index.md
- documentations/util/set_random_seed.md
- documentations/util/check_file_existence.md
- documentations/util/check_directory_exists.md
- documentations/util/create_directory_if_not_exists.md
- documentations/util/download_file_from_github.md
- documentations/util/unzip_file.md
- documentations/util/find_class_in_package.md
- documentations/util/parameter_scheduler.md
- documentations/util/async_clear_tensor_memory.md
- tinybig.zootopia:
- documentations/zootopia/index.md
- documentations/zootopia/bat.md
- documentations/zootopia/cat.md
- documentations/zootopia/cheetah.md
- documentations/zootopia/chimpanzee.md
- documentations/zootopia/crow.md
- documentations/zootopia/eagle.md
- documentations/zootopia/elephant.md
- documentations/zootopia/parrot.md
- Tutorials:
- tutorials/index.md
- Beginner's Tutorials:
- tutorials/beginner/index.md
- Expansion Function: tutorials/beginner/module/expansion_function.md
- Reconciliation Function: tutorials/beginner/module/reconciliation_function.md
- Data Interdependence Function: tutorials/beginner/module/interdependence_function.md
- Structural Interdependence Function: tutorials/beginner/module/interdependence_function_2.md
- Advanced Tutorials:
- tutorials/advanced/index.md
- Examples:
- examples/index.md
- tinybig for Functions:
- examples/function/index.md
- Elementary Function: examples/function/elementary.md
- Composite Function: examples/function/composite.md
- Feynman Function: examples/function/feynman.md
- tinybig for Vision:
- examples/image/index.md
- MNIST Classification: examples/image/mnist.md
- MNIST with Dual LPHM: examples/image/mnist_dual_lphm.md
- CIFAR10 Classification: examples/image/cifar10.md
- tinybig for Language:
- examples/text/index.md
- Failure of KAN: examples/text/kan.md
- IMDB Classification: examples/text/imdb.md
- AGNews Classification: examples/text/agnews.md
- SST2 Classification: examples/text/sst2.md
- tinybig for Tabular:
- examples/tabular/index.md
- Iris Species Inference: examples/tabular/iris.md
- Diabetes Diagnosis: examples/tabular/diabetes.md
- Banknote Authentication: examples/tabular/banknote.md
- Blogs:
- blog/index.md
- News:
- news/index.md
- Research News: news/research.md
#- New Products: news/product.md
- Library Updates: news/toolkit.md
- Contact us:
- contact/index.md
- contact/sponsors.md
- contact/contributing.md
#- contact/privacy.md
- contact/license.md
#- contact/certificate.md
#===========================================