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ZJUEarthData / Geochemistrypi

an open-sourced highly automated machine learning Python framework for data-driven geochemistry discovery
https://geochemistrypi.readthedocs.io/en/latest/
MIT License
75 stars 28 forks source link

Git -Image Store- Geochemistry π #118

Open SanyHe opened 1 year ago

SanyHe commented 1 year ago

Git

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WenyuMolly commented 1 year ago

Pics in the Introduction folder

logo geochemistrypi geochemistrypi_activity_diagram_v1

System Architecture Diagram v1 1 0

Pics in Model Example part 1) Classification Confusion_Matrix_Xgboost Classification_Xgboost_Feature_Weights_Histograms_Plot Classification_Xgboost_Feature_Importance_Map_Plot 2) Clustering Cluster_Three_Dimensional_Diagram_KMeans Cluster_Two_Dimensional_Diagram_KMeans Silhouette_KMeans 3) Data_Preprocessing Map_Projection Correlation_Plot Distribution_Transformation Distribution_Histogram 4) Decomposition pca_1 5) Regression Correlation_Plot Distribution_Histogram Distribution_Histogram_After_Log_Transformation Map_Projection_-_AL2O3(WT) Probability_Plot

SanyHe commented 1 year ago

Local Deployment

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9e5b73c488a9ae08ce881d66b03a1836

SanyHe commented 1 year ago

Logo & Framework Design

1. LOGO

2. System Architecture Diagram v1 2 0 F7 System Architecture of Geochemistry π

3. Activity Diagram v1 0 0 F1 Activity diagram for Geochemistry π F1 Activity diagram for Geochemistry π

3.1 Hierarchical Architecture

4. ![Overview of workflow](https://github.com/ZJUEarthData/geochemistrypi/assets/47497750/8646702b-ebdf-4b6a-ac6f-b858f1823bd F2 Simplified overview of Geochemistry π

4-1. F6 Frontend-backend separation architecture of Geochemistry

5. Customized automated ML pipeline F3 Customized automated ML pipeline of Geochemistry π Figure S11 Customized automated ML pipeline

6. Design Pattern Hierarchical Architecture F5a Design Pattern F5b Workflow Object

7. Storage Mechanism F4 Customized storage mechanism of Geochemistry π

8. Downloads and Launching on macOS

9. Geochemistry pi news

SanyHe commented 1 year ago

Docker Deployment

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PotatoXi commented 1 year ago

docs：Add Algorithm Functionality Addition Procedure geochemistrypi 0.2.0 images. data_mining算法添加介绍_geochemistrypi0.2.0.md

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WenyuMolly commented 1 year ago

High Resolution LOGO files LOGO黑字透明底 LOGO

PotatoXi commented 1 year ago

docs：Add New Model To Framework

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KeranLi commented 1 year ago

4 5 7 9

KeranLi commented 1 year ago

pip_Sphinx_powershell cd_and_activate_env_Sphinx_powershell cd_and_activate_env_Sphinx_cmd pip_Sphinx_cmd Some screenshots for Sphinx guiding book.

KeranLi commented 1 year ago

must_rst_file write_down_start Sphinx_quick_start Sphinx_fast_set

KeranLi commented 1 year ago

where_to_write

KeranLi commented 10 months ago

git_clone_win_powershell git_clone_win_cmd

KeranLi commented 10 months ago

git_status git_diff git_commit_warning re_git_status

KeranLi commented 10 months ago

git_add

KeranLi commented 10 months ago

failed faied_status git_add_again_status git_stash_push git_pull_again

Kill-virus commented 10 months ago

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Jin-sjh commented 8 months ago

image

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luzhu-star commented 8 months ago

Map_Projection

KeranLi commented 7 months ago

git_add_again_status

KeranLi commented 7 months ago

failed

KeranLi commented 7 months ago

faied_status

KeranLi commented 7 months ago

git_stash_push

KeranLi commented 7 months ago

git_pull_again

KeranLi commented 7 months ago

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Kill-virus commented 7 months ago

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Jin-sjh commented 6 months ago

Geochemistry π

Kill-virus commented 5 months ago

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clara-ccc commented 4 months ago

1. Silhouette Diagram - KMeans 2. Cluster Two-Dimensional Diagram - KMeans 3. Cluster Three-Dimensional Diagram - KMeans

clara-sq commented 2 months ago

1. Map Projection - AL2O3(WT%) 2. Correlation Plot 3. Distribution Histogram 4. Distribution Histogram After Log Transformation

clara-sq commented 1 month ago

Feature Importance - Extra-Trees Permutation Importance - Extra-Trees Predicted vs Actual Diagram - Extra-Trees Residuals Diagram - Extra-Trees Tree Diagram - Extra-Trees

PotatoXi commented 1 month ago

macos