| Rank | Repo | Stars | Language | Developer |  | 1 | ML-For-Beginners | 45,417 | Jupyter Notebook | microsoft |
 | 2 | spaCy | 25,584 | Python | explosion |
 | 3 | streamlit | 23,466 | Python | streamlit |
 | 4 | awesome-datascience | 20,985 | unknown | academic |
 | 5 | matplotlib | 17,078 | Python | matplotlib |
 | 6 | ipython | 15,741 | Python | ipython |
 | 7 | Data-Science-For-Beginners | 18,301 | Jupyter Notebook | microsoft |
 | 8 | stanford-cs-229-machine-learning | 14,713 | unknown | afshinea |
 | 9 | dvc | 11,253 | Python | iterative |
 | 10 | seaborn | 10,506 | Python | mwaskom |
 | 11 | awesome-mlops | 9,773 | unknown | visenger |
 | 12 | tpot | 8,985 | Python | EpistasisLab |
 | 13 | mlcourse.ai | 8,680 | Python | Yorko |
 | 14 | gop | 8,419 | Go | goplus |
 | 15 | machine-learning-systems-design | 7,757 | HTML | chiphuyen |
 | 16 | python-small-examples | 7,407 | Python | jackzhenguo |
 | 17 | data-science-interviews | 7,395 | HTML | alexeygrigorev |
 | 18 | tsfresh | 7,172 | Jupyter Notebook | blue-yonder |
 | 19 | pycaret | 7,076 | Jupyter Notebook | pycaret |
 | 20 | featuretools | 6,566 | Python | alteryx |
 | 21 | metaflow | 6,510 | Python | Netflix |
 | 22 | akshare | 6,205 | Python | akfamily |
 | 23 | h2o-3 | 6,193 | Jupyter Notebook | h2oai |
 | 24 | data-science-blogs | 6,049 | Python | rushter |
 | 25 | nteract | 5,981 | TypeScript | nteract |
 | 26 | awesome-R | 5,400 | R | qinwf |
 | 27 | knowledge-repo | 5,294 | Python | airbnb |
 | 28 | learning | 5,559 | unknown | amitness |
 | 29 | autogluon | 5,501 | Python | autogluon |
 | 30 | Learn-Data-Science-For-Free | 4,911 | unknown | therealsreehari |
 | 31 | course-v3 | 4,859 | Jupyter Notebook | fastai |
 | 32 | DataSciencePython | 4,737 | Python | ujjwalkarn |
 | 33 | serenata-de-amor | 4,452 | Python | okfn-brasil |
 | 34 | interviews.ai | 4,194 | unknown | BoltzmannEntropy |
 | 35 | Data-Science-Cheatsheet | 4,124 | TeX | aaronwangy |
 | 36 | danfojs | 4,107 | TypeScript | javascriptdata |
 | 37 | orange3 | 4,010 | Python | biolab |
 | 38 | d2l-pytorch | 3,999 | Jupyter Notebook | dsgiitr |
 | 39 | r4ds | 3,899 | R | hadley |
 | 40 | machine_learning_complete | 3,851 | HTML | Nyandwi |
 | 41 | hydrogen | 3,841 | TypeScript | nteract |
 | 42 | datascience | 3,702 | unknown | r0f1 |
 | 43 | scikit-learn-videos | 3,532 | Jupyter Notebook | justmarkham |
 | 44 | fastpages | 3,467 | Jupyter Notebook | fastai |
 | 45 | data-science-at-the-command-line | 3,460 | HTML | jeroenjanssens |
 | 46 | competition-baseline | 3,327 | Jupyter Notebook | datawhalechina |
 | 47 | course-nlp | 3,271 | Jupyter Notebook | fastai |
 | 48 | xlearn | 3,038 | C++ | aksnzhy |
 | 49 | ml-workspace | 2,989 | Jupyter Notebook | ml-tooling |
 | 50 | shogun | 2,938 | C++ | shogun-toolbox |
 | 51 | awesome-computer-science-opportunities | 2,875 | unknown | anu0012 |
 | 52 | cracking-the-data-science-interview | 2,640 | Jupyter Notebook | khanhnamle1994 |
 | 53 | data-science-question-answer | 2,288 | Jupyter Notebook | jayinai |
 | 54 | machine-learning | 2,275 | HTML | ethen8181 |
 | 55 | datasciencecoursera | 2,125 | HTML | mGalarnyk |
 | 56 | ML-foundations | 1,995 | Jupyter Notebook | jonkrohn |
 | 57 | pandas-videos | 1,978 | Jupyter Notebook | justmarkham |
 | 58 | DataScienceR | 1,887 | R | ujjwalkarn |
 | 59 | benchm-ml | 1,849 | R | szilard |
 | 60 | zero-to-mastery-ml | 1,788 | Jupyter Notebook | mrdbourke |
 | 61 | ML | 1,767 | PHP | RubixML |
 | 62 | pymc-resources | 1,710 | Jupyter Notebook | pymc-devs |
 | 63 | stats337 | 1,621 | R | hadley |
 | 64 | mlr | 1,599 | R | mlr-org |
 | 65 | DAT8 | 1,580 | Jupyter Notebook | justmarkham |
 | 66 | DS-Take-Home | 1,558 | Jupyter Notebook | JifuZhao |
 | 67 | fklearn | 1,433 | Jupyter Notebook | nubank |
 | 68 | tidyverse | 1,375 | R | tidyverse |
 | 69 | janitor | 1,230 | R | sfirke |
 | 70 | causal_inference_python_code | 1,069 | Jupyter Notebook | jrfiedler |
 | 71 | imodels | 1,067 | Jupyter Notebook | csinva |
 | 72 | data-science-portfolio | 920 | Jupyter Notebook | sajal2692 |
 | 73 | hitchhikers-guide | 913 | Jupyter Notebook | dssg |
 | 74 | tensor-house | 908 | Jupyter Notebook | ikatsov |
 | 75 | getting-started-with-genomics-tools-and-resources | 880 | Shell | crazyhottommy |
 | 76 | tutorials | 877 | Jupyter Notebook | towardsai |
 | 77 | just-pandas-things | 873 | Jupyter Notebook | chiphuyen |
 | 78 | Teaching | 844 | Mathematica | DrWaleedAYousef |
 | 79 | Coursera | 827 | Jupyter Notebook | shenweichen |
 | 80 | h1st | 776 | Jupyter Notebook | h1st-ai |
 | 81 | deep-recommender-system | 767 | Jupyter Notebook | chocoluffy |
 | 82 | mlr3 | 743 | R | mlr-org |
 | 83 | python-ml-course | 691 | Jupyter Notebook | joanby |
 | 84 | The-Elements-of-Statistical-Learning-Python-Notebooks | 670 | Jupyter Notebook | empathy87 |
 | 85 | fastai2 | 640 | Jupyter Notebook | fastai |
 | 86 | Jupyter | 632 | Jupyter Notebook | TheAlgorithms |
 | 87 | OpenDS4All | 621 | HTML | odpi |
 | 88 | disk.frame | 583 | R | DiskFrame |
 | 89 | data-science-your-way | 567 | Jupyter Notebook | jadianes |
 | 90 | pycon-2019-tutorial | 510 | Jupyter Notebook | justmarkham |
 | 91 | pba | 496 | Jupyter Notebook | arcelien |
 | 92 | fivethirtyeight | 443 | R | rudeboybert |
 | 93 | ESEUR-code-data | 396 | R | Derek-Jones |
 | 94 | JuliaDataScience | 370 | Julia | JuliaDataScience |
 | 95 | openintro-statistics | 364 | TeX | OpenIntroStat |
 | 96 | open-quant-live-book | 332 | TeX | souzatharsis |
 | 97 | r4ds-exercise-solutions | 305 | R | jrnold |
 | 98 | scilab | 249 | Scilab | scilab |
 | 99 | statistical-learning | 239 | R | khanhnamle1994 |
 | 100 | data-science-live-book | 215 | TeX | pablo14 |