📚Catalog

• 📁 ngs

  • 📁 introduction_of_NGS

    • 📄 16s_rRNA.md

    • 📄 RNAseq.md

    • 📄 WGS.md

    • 📄 WES.md

    • 📄 scRNAseq.md

    • 📄 Methylation.md

    • 📄 WGBS.md

    • 📄 CHIP_seq.md

    • 📄 ATAC_seq.md

    • 📄 CNV.md

    • 📄 Shotgun.md

    • 📄 pair_end.md

  • 📁 Bioinformatics_Tools

    • 📄 BCFtools.md

    • 📄 BEDtools.md

    • 📄 SAMtools.md

    • 📄 VCFtools.md

    • 📄 Vcf2maf.md

    • 📄 md5.md

  • 📁 Data_format

    • 📄 BAM.md

    • 📄 BED.md

    • 📄 Data_format.md

    • 📄 Fasta.md

    • 📄 Fastq.md

    • 📄 SAM.md

  • 📁 16s_rRNA_seq

    • 📄 BiomFormat.md

    • 📄 DADA2.md

    • 📄 diversity.md

• 📁 data-science

  • 📁 Environment

    • 📄 miniconda.md

  • 📁 Machine_Learning

    • 📁 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

    • 📁 Feature_Engineering

      • 📄 Feature_Encoding.md

      • 📄 Lasso_regression.md

      • 📄 Normalization.md

      • 📄 Regularization.md

      • 📄 Ridge_Regression.md

    • 📁 Dimensionality_Reduction

      • 📄 LDA.md

      • 📄 PCA.md

      • 📄 UMAP.md

      • 📄 t-SNE.md

    • 📁 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

    • 📁 Unsupervised_Learning

      • 📄 Hierarchical_Clustering.md

      • 📄 K_Means.md

    • 📁 Training_Settings

      • 📄 Cross_Validation.md

      • 📄 Hyperparameters_and_Fine_tuning.md

      • 📄 Optimizer.md

      • 📄 Train_Test_Split.md

      • 📄 Wrapper_Methods.md

    • 📁 Evaluation

      • 📄 Performance.md

      • 📄 ROC_and_PR_Curves.md

      • 📄 SHAP.md

    • 📁 Ensembling_Methods

      • 📄 Bagging.md

      • 📄 Boosting.md

      • 📄 Stacking.md

  • 📁 Deep_Learning

  • 📁 Workflow

    • 📁 Nextflow

      • 📄 CSV.md

      • 📄 channel.md

      • 📄 config.md

      • 📄 input_outout.md

      • 📄 module.md

      • 📄 operators.md

      • 📄 params.md

      • 📄 run.md

    • 📁 snakemake

      • 📄 snakemake_CLI.md

      • 📄 snakemake_rules.md

• 📁 statistics

  • 📁 Theoretical_Concepts

  • 📁 Probability_and_Distributions

  • 📁 Hypothesis_Testing

  • 📁 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

• 📁 devOps

  • 📄 Conventional_Commits.md

  • 📄 Docker.md

  • 📄 DockerCompose.md

  • 📄 Dockerfile.md

  • 📄 Git.md

  • 📄 Read_the_Docs.md

  • 📄 git_ssh.md

  • 📄 gitflow_model.md

  • 📄 github_flow_model.md

  • 📄 github_ssh_key.md

• 📁 back-end

  • 📁 FastAPI

    • 📄 Routing.md

    • 📄 Query_String.md

    • 📄 Response.md

    • 📄 Static_File.md

    • 📄 Form.md

    • 📄 Methods.md

    • 📄 Request_Body.md

    • 📄 FastAPI_DB.md

    • 📄 RESTful_API.md

  • 📄 URL.md

• 📁 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

• 📁 cloud&network

  • 📁 AWS

    • 📁 CCP

      • 📄 DB.md

      • 📄 EBS_EFS.md

      • 📄 EC2.md

      • 📄 ECS_EKS.md

      • 📄 S3.md

      • 📄 lambda.md

      • 📄 network.md

      • 📄 responsibility.md

• 📁 computer-science

  • 📁 DataStructure

    • 📄 Linked_List.md

    • 📄 Queue.md

    • 📄 Stack.md

    • 📄 Hash_table.md

    • 📄 Tree.md

    • 📄 Heap.md

  • 📁 Algorithm

    • 📄 BFS.md

    • 📄 DFS.md

    • 📄 Heap_Sort.md

  • 📁 OperatingSystems

    • 📁 Linux

      • 📄 Regex.md

      • 📄 awk.md

      • 📄 bash.md

      • 📄 grep.md

      • 📄 sed.md

  • 📁 Database

    • 📁 mongoDB

      • 📄 syntax.md

    • 📁 mysql

      • 📄 aggregate.md

      • 📄 basic.md

      • 📄 filter.md

      • 📄 foreign.md

      • 📄 index.md

      • 📄 join.md

      • 📄 mysql_python.md

      • 📄 update.md

• 📁 lang-syntax

  • 📁 Latex

  • 📁 Markdown

  • 📁 Python

    • 📄 Concurrent_Programming.md

    • 📄 Decorator.md

    • 📄 Dunder.md

    • 📄 Exception.md

    • 📄 JSON.md

    • 📁 Package

      • 📄 argparse.md

      • 📄 datetime.md

      • 📄 decimal.md

      • 📄 logging.md

      • 📄 matplotlib.md

      • 📄 numpy.md

      • 📄 random.md

      • 📄 requests.md

      • 📄 skimage.md

      • 📄 sklearn.md

    • 📄 Paradigms_of_Programming.md

    • 📄 String_Format.md

    • 📄 Unit_Testing.md

    • 📁 basic

      • 📄 csv.md

      • 📄 dict.md

      • 📄 file.md

      • 📄 json.md

      • 📄 list.md

      • 📄 oop.md

      • 📄 string.md

    • 📄 lambda.md

  • 📁 R

  • 📁 SQL

    • 📄 admin.md

    • 📄 aggregate.md

    • 📄 constraint.md

    • 📄 join.md

    • 📄 trigger.md

    • 📄 type.md

• 📁 others

  • 📁 Accounting

    • 📄 Discount_Rate.md

  • 📁 Chemical

    • 📄 RDKit.md

  • 📁 English

    • 📄 English_for_engineer.md

  • 📁 medical-database

    • 📄 GTEx.md

    • 📄 TCGA.md

    • 📄 TWB.md

    • 📄 UKB.md

• 📄 catalog.md

• 📁 links

  • 📁 main

    • 📄 DevOps.md

    • 📄 back-end.md

    • 📄 bioinformatics.md

    • 📄 cloud.md

    • 📄 computer-science.md

    • 📄 database.md

    • 📄 front-end.md

    • 📄 syntax-and-packages.md

    • 📄 workflow-language.md

  • 📁 others

    • 📄 icon.md

    • 📄 online-course.md

    • 📄 project-repo.md

    • 📄 training-repo.md

• 📄 links.md

• 📁 utils