📚目錄

• 📁 Computer_Science

  • 📁 1.Data_Structure

    • 📄 1.Linked_List.md

    • 📄 2.Queue.md

    • 📄 3.Stack.md

    • 📄 4.Hash_table.md

    • 📄 5.Tree.md

    • 📄 6.Heap.md

  • 📁 2.Algorithm

    • 📄 1.BFS.md

    • 📄 2.DFS.md

    • 📄 3.Heap_Sort.md

  • 📁 3.Operating_Systems

    • 📁 Linux

      • 📄 Regex.md

      • 📄 awk.md

      • 📄 bash.md

      • 📄 grep.md

      • 📄 sed.md

  • 📁 4.Front-end

    • 📁 css

      • 📄 Basic.md

      • 📄 BoxModel.md

      • 📄 Breadcrumbs.md

      • 📄 Color.md

      • 📄 Font.md

      • 📄 Pseudo_classes.md

      • 📄 RWD.md

      • 📄 display.md

    • 📁 html

      • 📄 HTML屬性.md

      • 📄 HTML標籤.md

    • 📁 javascript

      • 📄 DOM.md

      • 📄 Destructuring_Assignment.md

      • 📄 copy.md

      • 📄 event.md

      • 📄 fetch.md

      • 📄 module.md

      • 📄 object.md

      • 📄 proxy.md

      • 📄 rest.md

    • 📁 react

      • 📄 Deploy.md

    • 📁 tools

      • 📄 npm.md

      • 📄 vite.md

      • 📄 webpack.md

    • 📁 typescript

    • 📁 vue

  • 📁 5.Back-end

    • 📁 FastAPI

      • 📄 1.Routing.md

      • 📄 2.Query_String.md

      • 📄 3.Response.md

      • 📄 4.Static_File.md

      • 📄 5.Form.md

      • 📄 6.Methods.md

      • 📄 7.Request_Body.md

      • 📄 8.FastAPI_DB.md

      • 📄 9.RESTful_API.md

    • 📄 URL.md

  • 📁 6.DevOps

    • 📄 Docker.md

    • 📄 Git.md

    • 📄 Read_the_Docs.md

    • 📄 gitflow_model.md

    • 📄 github_flow_model.md

  • 📁 7.Database

    • 📁 mongoDB

      • 📄 syntax.md

    • 📁 mysql

      • 📄 aggregate.md

      • 📄 basic.md

      • 📄 filter.md

      • 📄 foreign.md

      • 📄 index.md

      • 📄 join.md

      • 📄 mysql_python.md

      • 📄 update.md

• 📁 Data_Science

  • 📁 1.Environment

    • 📄 miniconda.md

  • 📁 2.Machine_Learning

    • 📁 1.Theoretical_Concepts

      • 📄 Bias_Variance_Tradeoff.md

      • 📄 Curse_of_Dimensionality.md

      • 📄 Distance_Metrics.md

      • 📄 Loss_Functions.md

      • 📄 Overfitting_vs_Underfitting.md

      • 📄 Parametric_vs_Nonparametric_Models.md

    • 📁 2.Feature_Engineering

      • 📄 Feature_Encoding.md

      • 📄 Lasso_regression.md

      • 📄 Normalization.md

      • 📄 Regularization.md

      • 📄 Ridge_Regression.md

    • 📁 3.Dimensionality_Reduction

      • 📄 LDA.md

      • 📄 PCA.md

      • 📄 UMAP.md

      • 📄 t-SNE.md

    • 📁 4.Supervised_Learning

      • 📁 Classification

        • 📄 Decision_Tree.md

        • 📄 KNN.md

        • 📄 Multiple_Linear_Regression.md

        • 📄 Naive_Bayes_Classifier.md

        • 📄 Random_Forests.md

        • 📄 SVM.md

      • 📁 Regression

        • 📄 Logistic_Regression.md

        • 📄 Recommender.md

        • 📄 Simple_Linear_Regression.md

    • 📁 5.Unsupervised_Learning

      • 📄 Hierarchical_Clustering.md

      • 📄 K_Means.md

    • 📁 6.Training_Settings

      • 📄 Cross_Validation.md

      • 📄 Hyperparameters_and_Fine_tuning.md

      • 📄 Optimizer.md

      • 📄 Train_Test_Split.md

      • 📄 Wrapper_Methods.md

    • 📁 7.Evaluation

      • 📄 Performance.md

      • 📄 ROC_and_PR_Curves.md

      • 📄 SHAP.md

    • 📁 8.Ensembling_Methods

      • 📄 Bagging.md

      • 📄 Boosting.md

      • 📄 Stacking.md

  • 📁 3.Deep_Learning

  • 📁 4.Workflow

    • 📁 nextflow

      • 📄 CSV.md

      • 📄 channel.md

      • 📄 config.md

      • 📄 input_outout.md

      • 📄 module.md

      • 📄 params.md

      • 📄 run.md

    • 📁 snakemake

      • 📄 snakemake_CLI.md

      • 📄 snakemake_rules.md

• 📁 Languages

  • 📁 English_for_engineer

  • 📁 Latex

  • 📁 Markdown

  • 📁 Python

    • 📄 CSV.md

    • 📄 Concurrent_Programming.md

    • 📄 Decorator.md

    • 📄 Dunder.md

    • 📄 Exception.md

    • 📄 JSON.md

    • 📄 OOP.md

    • 📁 Package

      • 📄 argparse.md

      • 📄 logging.md

      • 📄 matplotlib.md

      • 📄 numpy.md

      • 📄 requests.md

      • 📄 skimage.md

      • 📄 sklearn.md

    • 📄 Paradigms_of_Programming.md

    • 📄 String_Format.md

    • 📄 Unit_Testing.md

    • 📄 lambda.md

  • 📁 R

  • 📁 SQL

• 📁 Medical_Database

  • 📄 GTEx.md

  • 📄 TCGA.md

  • 📄 TWB.md

  • 📄 UKB.md

• 📁 NGS

  • 📁 1.introduction_of_NGS

    • 📄 1.16s_rRNA.md

    • 📄 10.CNV.md

    • 📄 11.Shotgun.md

    • 📄 2.RNAseq.md

    • 📄 3.WGS.md

    • 📄 4.WES.md

    • 📄 5.scRNAseq.md

    • 📄 6.Methylation.md

    • 📄 7.WGBS.md

    • 📄 8.CHIP_seq.md

    • 📄 9.ATAC_seq.md

    • 📄 pair_end.md

  • 📁 2.Bioinformatics_Tools

    • 📄 BCFtools.md

    • 📄 BEDtools.md

    • 📄 SAMtools.md

    • 📄 VCFtools.md

    • 📄 Vcf2maf.md

    • 📄 md5.md

  • 📁 3.Data_format

    • 📄 1.Data_format.md

    • 📄 2.Fasta.md

    • 📄 3.Fastq.md

    • 📄 4.SAM.md

    • 📄 5.BAM.md

  • 📁 4.16s_rRNA_seq

    • 📄 DADA2.md

    • 📄 diversity.md

• 📁 Others

  • 📁 Accounting

    • 📄 Discount_Rate.md

  • 📁 Chemical

    • 📄 RDKit.md

• 📄 Resource.md

• 📁 Statistics

  • 📁 1.Theoretical_Concepts

  • 📁 2.Probability_and_Distributions

  • 📁 3.Hypothesis_Testing

  • 📁 4.Statistical_Techniques

    • 📄 ANOVA.md

    • 📄 Chi-square_Tests.md

    • 📄 Correlation.md

    • 📄 Descriptive_Statistics.md

    • 📄 Non_parametric_Tests.md

    • 📄 Paired_Comparisons.md

    • 📄 Survival_Analysis.md

    • 📄 T_tests_and_Z_tests.md

• 📄 gitbook_tree.md