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mkdocs.yml
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site_name: .
site_name: .
theme:
name: material
features:
- navigation.tabs
- navigation.sections
- toc.integrate
- navigation.top
- search.suggest
- search.highlight
- content.tabs.link
- content.code.annotation
- content.code.copy
language: en
palette:
scheme: slate # Enforces dark mode
primary: teal
accent: light-blue
logo: assets/image.png
favicon: assets/favicon.ico
logo: assets/image.png
# Add a custom vibrant logo here
nav:
- Docs: index.md
- Core:
- Machine Learning:
- Supervised:
- Classification:
- base: api/core/ml/supervised/classification/base.md
- naive bayes: api/core/ml/supervised/classification/naive_bayes.md
- Logistic regression: api/core/ml/supervised/classification/logistic_regression.md
- Decision tree: api/core/ml/supervised/classification/decision_tree.md
- SVM: api/core/ml/supervised/classification/svm.md
- Regression:
- base: api/core/ml/supervised/regression/base.md
- Linear regression: api/core/ml/supervised/regression/linear_regression.md
- Ridge regression: api/core/ml/supervised/regression/ridge_regression.md
- Lasso regression: api/core/ml/supervised/regression/lasso_regression.md
- Polynomial regression: api/core/ml/supervised/regression/polynomial_regression.md
- support vector regression: api/core/ml/supervised/regression/svr.md
- Unsupervised:
- Clustering:
- Base: api/core/ml/unsupervised/clustering/base.md
- Kmeans: api/core/ml/unsupervised/clustering/kmeans.md
- Agglomerative: api/core/ml/unsupervised/clustering/agglomerative.md
- GMM: api/core/ml/unsupervised/clustering/gmm.md
- Hdbscan: api/core/ml/unsupervised/clustering/hdbscan.md
- Dbscan: api/core/ml/unsupervised/clustering/dbscan.md
- Optics: api/core/ml/unsupervised/clustering/optics.md
- Deep Learning:
- NN :
- activation: api/core/dl/nn/activation.md
- loss: api/core/dl/nn/loss.md
- metrics: api/core/dl/nn/metrics.md
- others: api/core/dl/nn/others.md
- Layer :
- attention : api/core/dl/layer/attention.md
- convolution : api/core/dl/layer/convolution.md
- dropout : api/core/dl/layer/dropout.md
- embeddings : api/core/dl/layer/embeddings.md
- linear : api/core/dl/layer/linear.md
- normalisation : api/core/dl/layer/normalisation.md
- pooling : api/core/dl/layer/pooling.md
- recurrent : api/core/dl/layer/recurrent.md
- sequential : api/core/dl/layer/sequential.md
- tensorflow_wrapper: api/core/dl/tensorflow_wrapper.md
- fcnn: api/core/dl/fcnn.md
- gcn: api/core/dl/gcn.md
- base: api/core/dl/base.md
- MLP: api/core/dl/mlp.md
- SciML:
- PINNS:
- Model:
- Model: api/core/sciml/pinns/model/model.md
- Physics:
- cd2d: api/core/sciml/pinns/physics/cd2d.md
- Poisson2d: api/core/sciml/pinns/physics/poisson2d.md
- FNO:
- Layer:
- FNO block: api/core/sciml/fno/layers/fno_block_1d.md
- Spectral conv: api/core/sciml/fno/layers/spectral_conv_1d.md
- Models:
- FNO: api/core/sciml/fno/layers/fno_1d.md
- Geometry:
- geometry_2d: api/core/sciml/geometry/geometry_2d.md
- geometry: api/core/sciml/geometry/geometry.md
- fe:
- Chebyshev: api/core/sciml/fe/basis_2d_QN_Chebyshev_2.md
- jacobi: api/core/sciml/fe/basis_2d_QN_Jacobi.md
- Legendre_Special: api/core/sciml/fe/basis_2d_QN_Legendre_Special.md
- Legendre: api/core/sciml/fe/basis_2d_QN_Legendre.md
- Function 2D: api/core/sciml/fe/basis_function_2d.md
- Function 3D: api/core/sciml/fe/basis_function_3d.md
- FE_transformation_2d: api/core/sciml/fe/fe_transformation_2d.md
- FE_transformation_3d: api/core/sciml/fe/fe_transformation_3d.md
- FE2D_Cell: api/core/sciml/fe/fe2d_cell.md
- fe2d_setup_main: api/core/sciml/fe/fe2d_setup_main.md
- fespace: api/core/sciml/fe/fespace.md
- fespace2d: api/core/sciml/fe/fespace2d.md
- quad_affine: api/core/sciml/fe/quad_affine.md
- quad_bilinear: api/core/sciml/fe/quad_bilinear.md
- quadratureformulas_quad2d: api/core/sciml/fe/quadratureformulas_quad2d.md
- quadratureformulas: api/core/sciml/fe/quadratureformulas.md
- fastvpinns:
- data:
- datahandler: api/core/sciml/fastvpinns/data/datahandler.md
- datahandler2: api/core/sciml/fastvpinns/data/datahandler2d.md
- Model:
- Model hard : api/core/sciml/fastvpinns/model/model_hard.md
- Model inverse domain: api/core/sciml/fastvpinns/model/model_inverse_domain.md
- Model inverse : api/core/sciml/fastvpinns/model/model_inverse.md
- Model : api/core/sciml/fastvpinns/model/model.md
- Physics:
- cd2d_inverse_domain : api/core/sciml/fastvpinns/physics/cd2d_inverse_domain.md
- cd2d_inverse: api/core/sciml/fastvpinns/physics/cd2d_inverse.md
- cd2d: api/core/sciml/fastvpinns/physics/cd2d.md
- helmholtz2d: api/core/sciml/fastvpinns/physics/helmholtz2d.md
- poisson2d: api/core/sciml/fastvpinns/physics/poisson2d.md
- poissson2d Inverse : api/core/sciml/fastvpinns/physics/poisson_2d_inverse.md
- Model compression:
- pruning: api/core/model_compression/pruning.md
- quantization: api/core/model_compression/quantization.md
- Examples:
- ML:
- superivised :
- classification:
- example logistic regresssion: api/core/examples/ml/supervised/classification/example_logistic_regression.md
- example naive bayes: api/core/examples/ml/supervised/classification/example_naive_bayes.md
- regression:
- example linear regression: api/core/examples/ml/supervised/regression/example_linear_regression.md
- example ridge regression: api/core/examples/ml/supervised/regression/example_ridge_regression.md
- example lasso regression: api/core/examples/ml/supervised/regression/example_lasso_regression.md
- example polynomial regression: api/core/examples/ml/supervised/regression/example_polynomial_regression.md
- example support vector regression: api/core/examples/ml/supervised/regression/example_svr.md
- unsupervised :
- clustering:
- example Kmeans: api/core/examples/ml/unsupervised/clustering/example_naive_bayes.md
- DL:
- cnn_mnist : api/core/examples/dl/cnn_mnist.md
- vae_mnist : api/core/examples/dl/vae_mnist.md
- gcn_cora : api/core/examples/dl/gcn_cora.md
- Model compression:
- pruned base mnist: api/core/examples/model compression/pruned_base_mnist.md
- pruned mnist: api/core/examples/model compression/pruned_mnist.md
- quantized base mnist: api/core/examples/model compression/quantized_base_mnist.md
- quantized mnist: api/core/examples/model compression/quantized_mnist.md
- Sciml:
- Fastvpinns:
- example helmhotlz2d: api/core/examples/sciml/fastvpinns/example_helmholtz2d.md
- example poisson2d: api/core/examples/sciml/fastvpinns/example_poisson2d.md
- FNO:
- example_advection: api/core/examples/sciml/fno/example_advection.md
- example_burgers: api/core/examples/sciml/fno/example_burgers.md
- example_heat: api/core/examples/sciml/fno/example_heat.md
- example_wave: api/core/examples/sciml/fno/example_wave.md
- PINNs :
- example_poisson2d: api/core/examples/sciml/pinns/forwardproblems/example_poisson2d.md
- Contribution:
- contribution: api/core/Contribution/contribution.md
markdown_extensions:
- pymdownx.highlight:
anchor_linenums: true
- pymdownx.inlinehilite
- pymdownx.snippets
- admonition
- pymdownx.arithmatex:
generic: true
- footnotes
- pymdownx.details
- pymdownx.superfences
- pymdownx.mark
- attr_list
# - pymdownx.emoji:
# emoji_index: !!python/name:materialx.emoji.twemoji
# emoji_generator: !!python/name:materialx.emoji.to_svg
plugins:
- mkdocstrings:
handlers:
python:
paths: [".", "scirex", "examples"]
options:
rendering:
show_source: true
- search:
lang: en
#separator: "[/s/-]+"
extra_css:
- assets/custom.css # Custom vibrant colors
extra_picture:
- assets/binary-bg.png
extra_javascript:
- assets/custom.js # Advanced interactivity like smooth scrolling or dynamic effects