data-science-toolkit

    Collection of stats, modeling, and data science tools in Python and R.

    Language: r

    Author: Elijah Perry (@eperry)

    11 stars · 377 views

    Files

    • meta.moreno_crime_crime (moreno_crime_crime)
    • classification (classification)
    • .gitignore (gitignore)
    • README.md (md)
    • fannie_2017_acq_data (fannie_2017_acq_data)
    • eda_and_visualization.md (md)
    • eda_and_visualization_files (eda_and_visualization_files)
    • data (data)
    • knn (knn)
    • RScripts (RScripts)
    • winequality-white.csv (csv)
    • winequality-red.csv (csv)
    • kNNforGM.R (R)
    • Rmd (Rmd)
    • kNNTutorial2.md (md)
    • kNNTutorial2.Rmd (Rmd)
    • kNNTutorial1.Rmd (Rmd)
    • materialsKNNForGM (materialsKNNForGM)
    • kNNTutorial1.md (md)
    • logit (logit)
    • logistic_regression_files (logistic_regression_files)
    • figure-markdown_github (figure-markdown_github)
    • tree-methods (tree-methods)
    • kNNTutorial3.Rmd (Rmd)
    • kNNTutorial3.md (md)
    • kNNFunctions.R (R)
    • logistic_regression.md (md)
    • tree_methods_files (tree_methods_files)
    • figure-markdown_github (figure-markdown_github)
    • tree_methods.Rmd (Rmd)
    • tree_methods.md (md)
    • logistic_regression.Rmd (Rmd)
    • conferences (conferences)
    • py_data_dc_2018 (py_data_dc_2018)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • building_recommender_system (building_recommender_system)
    • pydata_conference_notes-checkpoint.ipynb (ipynb)
    • data (data)
    • docs (docs)
    • movies.csv (csv)
    • conf.py (py)
    • doctrees (doctrees)
    • nbsphinx (nbsphinx)
    • html (html)
    • _images (_images)
    • _sources (_sources)
    • _static (_static)
    • css (css)
    • basic.css (css)
    • fontawesome-webfont.svg (svg)
    • fonts (fonts)
    • Lato (Lato)
    • RobotoSlab (RobotoSlab)
    • theme.js (js)
    • tutorial.ipynb.txt (txt)
    • js (js)
    • theme.css (css)
    • jquery-3.2.1.js (js)
    • doctools.js (js)
    • searchtools.js (js)
    • websupport.js (js)
    • underscore-1.3.1.js (js)
    • searchindex.js (js)
    • index.html (html)
    • tutorial.html (html)
    • imgs (imgs)
    • elections_forecast_538 (elections_forecast_538)
    • data (data)
    • tidy_data (tidy_data)
    • pydata_conference_notes.ipynb (ipynb)
    • country_timeseries.csv (csv)
    • data (data)
    • concat_3.csv (csv)
    • billboard_songs.csv (csv)
    • survey_person.csv (csv)
    • live_code_walkthrough.ipynb (ipynb)
    • notebooks (notebooks)
    • notes (notes)
    • webscraping_beautiful_soup (webscraping_beautiful_soup)
    • rstudio_install.md (md)
    • pycon_2019 (pycon_2019)
    • Network-Analysis-Made-Simple-master (Network-Analysis-Made-Simple-master)
    • .github (github)
    • 5-graph-input-output-instructor.ipynb (ipynb)
    • 6-bipartite-graphs-student.ipynb (ipynb)
    • 5-graph-input-output-student.ipynb (ipynb)
    • bonus-1-network-statistical-inference-student.ipynb (ipynb)
    • bonus-1-network-statistical-inference-instructor.ipynb (ipynb)
    • custom (custom)
    • bonus-2-one-more-thing.ipynb (ipynb)
    • bonus-3-matrices-student.ipynb (ipynb)
    • bonus-3-matrices-instructor.ipynb (ipynb)
    • README.md (md)
    • datasets (datasets)
    • amazon_reviews (amazon_reviews)
    • ego-facebook (ego-facebook)
    • moreno_crime (moreno_crime)
    • meta.ego-facebook (ego-facebook)
    • out.moreno_crime_crime (moreno_crime_crime)
    • ent.moreno_crime_crime.person.name (name)
    • moreno_innovation (moreno_innovation)
    • moreno_oz (moreno_oz)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • out.moreno_innovation_innovation (moreno_innovation_innovation)
    • meta.moreno_innovation_innovation (moreno_innovation_innovation)
    • out-checkpoint.moreno_oz_oz (moreno_oz_oz)
    • moreno_propro (moreno_propro)
    • README.moreno_propro.txt (txt)
    • moreno_seventh (moreno_seventh)
    • out.moreno_propro_propro.txt (txt)
    • munmun_twitter_social (munmun_twitter_social)
    • meta.moreno_seventh_seventh (moreno_seventh_seventh)
    • sociopatterns-infectious (sociopatterns-infectious)
    • out.sociopatterns-infectious (sociopatterns-infectious)
    • docs (docs)
    • 5-graph-input-output-instructor.html (html)
    • 1-introduction.html (html)
    • 0-pre-tutorial-exercises.html (html)
    • bonus-3-matrices-instructor.html (html)
    • environment.yml (yml)
    • images (images)
    • images (images)
    • nbconvert_config.py (py)
    • solutions (solutions)
    • 02-max_num_times_fav.py (py)
    • 02-add_edges.py (py)
    • 03-dc_nbrs_scatter.py (py)
    • 02-num-boys-girls.py (py)
    • 03-sorted_neighbors.py (py)
    • tutorial-proposals (tutorial-proposals)
    • bayesian-stats-modelling-tutorial-master (bayesian-stats-modelling-tutorial-master)
    • .gitattributes (gitattributes)
    • data (data)
    • baseballdb (baseballdb)
    • core (core)
    • HallOfFame.csv (csv)
    • AwardsManagers.csv (csv)
    • AwardsSharePlayers.csv (csv)
    • Managers.csv (csv)
    • Schools.csv (csv)
    • FieldingPost.csv (csv)
    • BattingPost.csv (csv)
    • Parks.csv (csv)
    • Salaries.csv (csv)
    • readme2014.txt (txt)
    • docs (docs)
    • sterilization.csv (csv)
    • pandoc.css (css)
    • bacteria_model.pdf (pdf)
    • images (images)
    • radioactive-decay-model.pdf (pdf)
    • darwins-finches-model.pdf (pdf)
    • coin_model.pdf (pdf)
    • baseball-hierarchical-model.pdf (pdf)
    • darwins-finches-hierarchical-model.pdf (pdf)
    • baseball-model.pdf (pdf)
    • notebooks (notebooks)
    • 01-Instructor-Probability_a_simulated_introduction.ipynb (ipynb)
    • 03-instructor-two-group-iq.ipynb (ipynb)
    • 05-student-two-group-comparison-finches.ipynb (ipynb)
    • 06-student-hierarchical-baseball.ipynb (ipynb)
    • 04-instructor-multi-group-comparsion-sterilization.ipynb (ipynb)
    • 05-instructor-two-group-comparison-finches.ipynb (ipynb)
    • matplotlibrc (matplotlibrc)
    • scripts (scripts)
    • hello-world-machine-learning (hello-world-machine-learning)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • 08-bayesian-curve-regression.ipynb (ipynb)
    • Chapter - 0 (Chapter - 0)
    • Chapter - 1 (Chapter - 1)
    • Chapter - 10 (Chapter - 10)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • [11] Exercise - Mapping Application-checkpoint.ipynb (ipynb)
    • Chapter - 11 (Chapter - 11)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • [10] - K Means Clustering with Real World Dataset and Pandas.ipynb (ipynb)
    • Chapter - 2 (Chapter - 2)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • train.csv (csv)
    • [11] Exercise - Mapping Application.ipynb (ipynb)
    • Chapter - 3 (Chapter - 3)
    • Chapter - 4 (Chapter - 4)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • [4.1] - Introduction to NumPy-checkpoint.ipynb (ipynb)
    • [5] - The Hello World Dataset-checkpoint.ipynb (ipynb)
    • [4.1] - Introduction to NumPy.ipynb (ipynb)
    • Chapter - 5 (Chapter - 5)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • Chapter - 6 (Chapter - 6)
    • [4.2] - Intro to Matplotlib.ipynb (ipynb)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • Chapter - 7 (Chapter - 7)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • [8] - K Means Clustering.ipynb (ipynb)
    • [8] - K Means Clustering-checkpoint.ipynb (ipynb)
    • Chapter - 8 (Chapter - 8)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • [7] - K Nearest Neighbour.ipynb (ipynb)
    • [7] - K Nearest Neighbour-checkpoint.ipynb (ipynb)
    • Chapter - 9 (Chapter - 9)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • demo.csv (csv)
    • [9] - Managing Real World M.L. Data using Pandas.ipynb (ipynb)
    • [9] - Managing Real World M.L. Data using Pandas-checkpoint.ipynb (ipynb)
    • .gitignore (gitignore)
    • model-interpretability-tutorial-master (model-interpretability-tutorial-master)
    • 01-interpretability_eli5-solution.ipynb (ipynb)
    • 01-interpretability_eli5-skeleton.ipynb (ipynb)
    • 03-interpretability_SHAP-skeleton.ipynb (ipynb)
    • data (data)
    • rstudio_supervised_learning_dc_2019 (rstudio_supervised_learning_dc_2019)
    • diag-eq-1.svg (svg)
    • Materials (Materials)
    • LICENSE (LICENSE)
    • Backup_Slides_files (Backup_Slides_files)
    • figure-html (figure-html)
    • diag-roc-1.svg (svg)
    • Data (Data)
    • two-sample-post-1.svg (svg)
    • Part_1_Getting_Started_files (Part_1_Getting_Started_files)
    • figure-html (figure-html)
    • ames-knn-1.svg (svg)
    • Part_2_Basic_Principles_files (Part_2_Basic_Principles_files)
    • DiagrammeR-styles-0.2 (2)
    • ggplot - example - disp-1.svg (svg)
    • Proj4Leaflet-1.0.1 (1)
    • Part_2_Basic_Principles.html (html)
    • figure-html (figure-html)
    • ames-split-dists-dist-1.svg (svg)
    • proj4leaflet.js (js)
    • proj4-compressed.js (js)
    • boot-plot-1.svg (svg)
    • cv-plot-1.svg (svg)
    • grViz-binding-1.0.0 (0)
    • cv-corr-1.svg (svg)
    • htmlwidgets.js (js)
    • htmlwidgets-1.3 (3)
    • leaflet-1.3.1 (1)
    • images (images)
    • leaflet-binding-2.0.2 (2)
    • leaflet-providers-1.1.17 (17)
    • leaflet.css (css)
    • leaflet-providers-plugin-2.0.2 (2)
    • leafletfix-1.0.0 (0)
    • rstudio_leaflet-1.3.1 (1)
    • providers.json (json)
    • images (images)
    • viz-0.3 (3)
    • Part_3_Feature_Engineering_files (Part_3_Feature_Engineering_files)
    • figure-html (figure-html)
    • Part_3_Feature_Engineering.html (html)
    • bivariate-plot-natural-1.svg (svg)
    • Part_3_Feature_Engineering.R (R)
    • ames-hood-1.svg (svg)
    • bivariate-plot-inverse-1.svg (svg)
    • bivariate-rec-orig-1.svg (svg)
    • embed-plot-1.svg (svg)
    • latitude-1.svg (svg)
    • Part_4_Regression_Modeling_files (Part_4_Regression_Modeling_files)
    • figure-html (figure-html)
    • car-mars-imp-1.svg (svg)
    • bayes-contrast-plot-1.svg (svg)
    • Part_4_Regression_Modeling.html (html)
    • par-plot-1.svg (svg)
    • test-op-1.svg (svg)
    • reg-path-1.svg (svg)
    • mars-sim-final-1.svg (svg)
    • mars-cuts-1.svg (svg)
    • widgets (widgets)
    • girafe_libs (girafe_libs)
    • d3-5.7.0 (0)
    • d3-lasso-0.0.5 (5)
    • ggiraphjs-0.1.0 (0)
    • ggiraphjs.min.js (js)
    • girafe-binding-0.6.0 (0)
    • htmlwidgets-1.3 (3)
    • htmlwidgets.js (js)
    • pymjs-1.3.2 (2)
    • Part_5_Classification.html (html)
    • Part_5_Classification_files (Part_5_Classification_files)
    • figure-html (figure-html)
    • boot-cart-3-1.svg (svg)
    • calib-roc-1.svg (svg)
    • boot-cart-2-1.svg (svg)
    • calib-hist-1.svg (svg)
    • nb-cat-1.svg (svg)
    • cart-split-2-1.svg (svg)
    • cart-imp-1.svg (svg)
    • nb-indep-1.svg (svg)
    • nb-dens-1.svg (svg)
    • cart-split-male-1.svg (svg)
    • cart-plot-1.svg (svg)
    • nb-numeric-1.svg (svg)
    • cart-split-edu-1.svg (svg)
    • nb-roc-plot-1.svg (svg)
    • roc-plot-1.svg (svg)
    • RData (RData)
    • images (images)
    • installs.R (R)
    • libs (libs)
    • DiagrammeR-styles-0.2 (2)
    • Proj4Leaflet-1.0.1 (1)
    • intro-process-1.svg (svg)
    • blazy-1.8.2 (2)
    • crosstalk-1.0.0 (0)
    • css (css)
    • proj4leaflet.js (js)
    • styles.css (css)
    • proj4-compressed.js (js)
    • js (js)
    • d3-5.7.0 (0)
    • d3-lasso-0.0.5 (5)
    • d3.min.js (js)
    • ggiraphjs-0.1.0 (0)
    • crosstalk.min.js (js)
    • crosstalk.min.js.map (map)
    • girafe-binding-0.6.0 (0)
    • crosstalk.js (js)
    • ggiraphjs.min.js (js)
    • grViz-binding-1.0.0 (0)
    • htmlwidgets-1.3 (3)
    • jquery-1.11.3 (3)
    • htmlwidgets.js (js)
    • jquery-AUTHORS.txt (txt)
    • leaflet.js (js)
    • jquery.min.map (map)
    • jquery-1.12.4 (4)
    • kePrint-0.0.1 (1)
    • leaflet-1.3.1 (1)
    • images (images)
    • leaflet.css (css)
    • jquery.min.js (js)
    • leaflet-binding-2.0.2 (2)
    • leaflet-providers-1.1.17 (17)
    • leaflet-providers.js (js)
    • leaflet.js (js)
    • providers.json (json)
    • leaflet-providers-plugin-2.0.2 (2)
    • leafletfix-1.0.0 (0)
    • plotly-binding-4.8.0 (0)
    • leafletfix.css (css)
    • plotly-htmlwidgets-css-1.39.2 (2)
    • plotly-main-1.39.2 (2)
    • pymjs-1.3.2 (2)
    • rstudio_leaflet-1.3.1 (1)
    • images (images)
    • plotly-htmlwidgets.css (css)
    • typedarray-0.1 (1)
    • viz-0.3 (3)
    • macros.js (js)
    • widgetframe-binding-0.3.1 (1)
    • Preparations (Preparations)
    • eda-and-visualization (eda-and-visualization)
    • widgetframe.js (js)
    • tidymodels.html (html)
    • data (data)
    • DatasaurusDozen.tsv (tsv)
    • figure-html (figure-html)
    • geo_mapping_viz.ipynb (ipynb)
    • figure-markdown_github (figure-markdown_github)
    • remark-css-0.0.1 (1)
    • media (media)
    • ks_test.md (md)
    • auto-mpg.csv (csv)
    • output_viz (output_viz)
    • .ipynb_checkpoints (ipynb_checkpoints)
    • hypothesis-tests (hypothesis-tests)
    • data (data)
    • ks_test_files (ks_test_files)
    • figure-markdown_github (figure-markdown_github)
    • radar_charts.ipynb (ipynb)
    • hacker_statistics.ipynb (ipynb)
    • ks_test.Rmd (Rmd)
    • r_basic_data_science.md (md)
    • playground-and-basics (playground-and-basics)
    • r_basic_data_science.Rmd (Rmd)
    • linear_regression.ipynb (ipynb)
    • r_basic_data_science_files (r_basic_data_science_files)
    • figure-markdown_github (figure-markdown_github)
    • regression (regression)
    • data (data)
    • reinforcement-learning (reinforcement-learning)
    • python_basic_data_science.ipynb (ipynb)
    • life_expectancy.csv (csv)
    • text-mining-and-nlp (text-mining-and-nlp)
    • nlp_and_text_mining_files (nlp_and_text_mining_files)
    • figure-markdown_github (figure-markdown_github)
    • time-series (time-series)
    • nlp_and_text_mining.md (md)
    • nlp_and_text_mining.Rmd (Rmd)
    • utilities (utilities)
    • html_file_appender_bs4.ipynb (ipynb)
    • html_example_file1.html (html)
    • prophet_helper_functions.py (py)
    • useful_classification_functions.R (R)
    • imdb_answers.py (py)
    • README.md (md)
    • README.md (md)
    • Part_2_Hands_On_1.R (R)
    • Part_2_Hands_On_2.R (R)
    • meta.moreno_propro_propro.txt (txt)
    • bonus-1-network-statistical-inference-instructor.html (html)
    • bonus-2-one-more-thing.html (html)
    • index.html (html)
    • grViz.js (js)
    • README.md (md)
    • lasso.js (js)
    • documentation_options.js (js)
    • rel.moreno_crime_crime.person.role (role)
    • jquery.js (js)
    • pym.v1.js (js)
    • fonts_mtheme.css (css)
    • 1-introduction.ipynb (ipynb)
    • survey_site.csv (csv)
    • .travis.yml (yml)
    • recommender_basics.md.txt (txt)
    • data.py (py)
    • Readme.md (md)
    • Readme.md (md)
    • Readme.md (md)
    • Readme.md (md)
    • Readme.md (md)
    • Readme.md (md)
    • Readme.md (md)
    • Readme-checkpoint.md (md)
    • Readme.md (md)
    • Part_4_Regression_Modeling.R (R)
    • index.rst (rst)
    • Part_1_Getting_Started.R (R)
    • two-class-overfit-1.svg (svg)
    • 03-bc_vs_dc_scatter.py (py)
    • 03-extract_neighbors.py (py)
    • FieldingOF.csv (csv)
    • u-shape-1.svg (svg)
    • nbconvert_config.py (py)
    • LICENSE (LICENSE)
    • README.moreno_innovation (moreno_innovation)
    • d3-lasso.min.js (js)
    • LICENSE (LICENSE)
    • rstudio_leaflet.css (css)
    • recommender_basics.html (html)
    • package.json (json)
    • Makefile (Makefile)
    • setup_colab.sh (sh)
    • styles.css (css)
    • bag-imp-1.svg (svg)
    • bayes-walkthrough.ipynb (ipynb)
    • girafe.js (js)
    • jquery.min.js (js)
    • diag-dist-1.svg (svg)
    • pauls_general_notes.ipynb (ipynb)
    • bivariate-plot-pca-1.svg (svg)
    • out.moreno_seventh_seventh (moreno_seventh_seventh)
    • ATTRIBUTION.md (markdown)
    • fonts_mtheme_max.css (css)
    • grViz.js (js)
    • girafe.js (js)
    • environment.yml (yml)
    • README.moreno_oz (moreno_oz)
    • LICENSE (LICENSE)
    • mtheme_max.css (css)
    • .gitignore (gitignore)
    • stale.yml (yml)
    • default-fonts.css (css)
    • default.css (css)
    • styles.css (css)
    • make_iq.py (py)
    • ent.moreno_crime_crime.person.sex (sex)
    • index.rst.txt (txt)
    • Part_2_Hands_On_1_b.R (R)
    • TeamsHalf.csv (csv)
    • mars-2d-1.svg (svg)
    • __init__.py (py)
    • search.html (html)
    • 8-US-airports-case-study-instructor.ipynb (ipynb)
    • 7-game-of-thrones-case-study-student.ipynb (ipynb)
    • 8-US-airports-case-study-student.ipynb (ipynb)
    • 4-cliques-triangles-structures-student.ipynb (ipynb)
    • .travis.yml (yml)
    • 0-pre-tutorial-exercises.ipynb (ipynb)
    • concat_2.csv (csv)
    • beautiful_soup_scraping_demo.ipynb (ipynb)
    • survey_visited.csv (csv)
    • Makefile (Makefile)
    • imdb.py (py)
    • TeamsFranchises.csv (csv)
    • finch_beaks_1975.csv (csv)
    • nuclear_power_accidents.csv (csv)
    • 03-extract_path_edges.py (py)
    • update_env.sh (sh)
    • 07-student-hierarchical-finches.ipynb (ipynb)
    • 02-Instructor-Parameter_estimation_hypothesis_testing.ipynb (ipynb)
    • Part_2_Basic_Principles.R (R)
    • [4.2] - Intro to Matplotlib-checkpoint.ipynb (ipynb)
    • leaflet-providers-plugin.js (js)
    • environment.yml (yml)
    • requirements.txt (txt)
    • styles.css (css)
    • Part_1_Getting_Started.html (html)
    • car-mars-rmse-plot-1.svg (svg)
    • leaflet.js (js)
    • Part_2_Hands_On_2_b.R (R)
    • cart-age-split-1.svg (svg)
    • nb-smooth-1.svg (svg)
    • test-probs-1.svg (svg)
    • cart-orientation-split-1.svg (svg)
    • useful_hyp_test_functions.R (R)
    • ggrepl.svg (svg)
    • dc_paycheck_sankey_basedata.csv (csv)
    • eda_and_visualization.Rmd (Rmd)
    • AwardsPlayers.csv (csv)
    • 3-hubs-and-paths-instructor.ipynb (ipynb)
    • gh.css (css)
    • checkenv.py (py)
    • 04-student-multi-group-comparsion-sterilization.ipynb (ipynb)
    • requirements.txt (txt)
    • nb-shrink-1.svg (svg)
    • Part_5_Hands_On_1.R (R)
    • underscore.js (js)
    • out.ego-facebook (ego-facebook)
    • 03-merge.ipynb (ipynb)
    • ent.moreno_seventh_seventh.student.gender (gender)
    • utils.py (py)
    • load_data.py (py)
    • rstudio_install.md (md)
    • pym.v1.min.js (js)
    • [5] - The Hello World Dataset.ipynb (ipynb)
    • pew.csv (csv)
    • reminders.md (md)
    • meta.munmun_twitter_social.txt (txt)
    • d3.min.js (js)
    • .gitignore (gitignore)
    • out.moreno_oz_oz (moreno_oz_oz)
    • README.ego-facebook (ego-facebook)
    • 03-shortest_path.py (py)
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