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- name: Graph Pandas
website: https://pandas.liuzaoqi.com/
repository: https://github.com/liuhuanshuo/zaoqi-book
image: https://pandas.liuzaoqi.com/_static/mylogo.png
- name: The Data Science Interview Book
website: https://dipranjan.github.io/dsinterviewqns/intro.html
repository: https://github.com/dipranjan/dsinterviewqns
image: https://github.com/dipranjan/dsinterviewqns/raw/master/logo.gif
- name: Coding for Economists
website: https://aeturrell.github.io/coding-for-economists
repository: https://github.com/aeturrell/coding-for-economists
image: https://aeturrell.github.io/coding-for-economists/_static/smith_lovelace.png
- name: Python Programming for Economics and Finance
website: https://python-programming.quantecon.org/intro.html
repository: https://github.com/QuantEcon/lecture-python-programming.myst
image: https://python-programming.quantecon.org/_static/qe-logo.png
- name: Quantitative Economics with Python
website: https://python.quantecon.org/intro.html
repository: https://github.com/QuantEcon/lecture-python.myst
image: https://python-programming.quantecon.org/_static/qe-logo.png
- name: Advanced Quantitative Economics with Python
website: https://python-advanced.quantecon.org/intro.html
repository: https://github.com/QuantEcon/lecture-python-advanced.myst
image: https://python-programming.quantecon.org/_static/qe-logo.png
- name: Introduction to Economic Modeling and Data Science
website: https://datascience.quantecon.org/
repository: https://github.com/QuantEcon/lecture-datascience.myst
image: https://datascience.quantecon.org/_static/datascience-logo.png
- name: Explaining neural networks in raw Python
website: https://bronwojtek.github.io/neuralnets-in-raw-python/docs/index.html
repository: https://github.com/bronwojtek/neuralnets-in-raw-python
image: https://bronwojtek.github.io/neuralnets-in-raw-python/_static/koh.png
- name: TensorDiffEq Documentation
website: http://docs.tensordiffeq.io
repository: https://github.com/tensordiffeq/TensorDiffEq
image: https://docs.tensordiffeq.io/_static/logo.png
- name: Learn Python Programming
website: https://durgeshsamariya.github.io/learn-python/README.html
repository: https://github.com/durgeshsamariya/learn-python
image: https://raw.githubusercontent.com/durgeshsamariya/learn-python/main/resources/logo.png
- name: The Arts Engagement Project
image: https://artsengagementproject.site/_static/logo.png
website: https://artsengagementproject.site/intro.html
repository: https://github.com/ArtsEngine/ArtsEngagementJupyterBook-Build
- name: Algorithms for Automated Driving
image: https://thomasfermi.github.io/Algorithms-for-Automated-Driving/_static/car_sketch_wide.png
website: https://thomasfermi.github.io/Algorithms-for-Automated-Driving/Introduction/intro.html
repository: https://github.com/thomasfermi/Algorithms-for-Automated-Driving
- name: Solving Partial Differential Equations
image: https://aquaulb.github.io/book_solving_pde_mooc/_static/logo.png
website: https://aquaulb.github.io/book_solving_pde_mooc/solving_pde_mooc/notebooks/01_Introduction/01_00_Preface.html
repository: https://github.com/aquaULB/solving_pde_mooc
- name: Intro to Cultural Analytics
website: https://melaniewalsh.github.io/Intro-Cultural-Analytics/welcome.html
repository: https://github.com/melaniewalsh/Intro-Cultural-Analytics
image: https://melaniewalsh.github.io/Intro-Cultural-Analytics/_static/favicon.ico
- name: The Data-Sitters Club
website: https://datasittersclub.github.io/site/
repository: https://github.com/datasittersclub/site
image: https://datasittersclub.github.io/site/_images/DSCLogo.png
- name: Computational and Inferential Thinking
website: https://www.inferentialthinking.com
repository: https://github.com/data-8/textbook
image: https://inferentialthinking.com/_static/favicon.png
- name: Python For Data Science
website: https://www.tomasbeuzen.com/python-programming-for-data-science/README.html
repository: https://github.com/TomasBeuzen/python-programming-for-data-science
image: https://www.tomasbeuzen.com/python-programming-for-data-science/_images/logo.png
- name: Python Packages
website: https://py-pkgs.org/
repository: https://github.com/UBC-MDS/py-pkgs
image: https://d33wubrfki0l68.cloudfront.net/6b7f66b16d59652f8693c91e7a985e457d841a49/20ff1/_static/py-pkgs-hex.png
- name: Geographic Data Science with Python
website: https://geographicdata.science/book/intro
repository: https://github.com/gdsbook/book
image: https://geographicdata.science/book/_static/logo.png
- name: Continuous Time Markov Chains
website: https://continuous-time-mcs.quantecon.org/intro.html
repository: http://github.com/jstac/continuous_time_mcs
image: https://python-programming.quantecon.org/_static/qe-logo.png
- name: Statistics and Data Science
website: https://cranmer.github.io/stats-ds-book/intro.html
repository: https://github.com/cranmer/stats-ds-book
image:
- name: Machine Learning, Statistics, and Data Mining for Heliophysics
website: https://helioml.org
repository: https://github.com/HelioML/HelioML/
image: https://github.com/HelioML/HelioML/raw/master/book/logo.png
- name: Earth and Environmental Data Science
website: http://earth-env-data-science.github.io/
repository: https://github.com/earth-env-data-science/earth-env-data-science-book
image: https://github.com/earth-env-data-science/earth-env-data-science-book/raw/master/content/images/logo/enso_sst.png
- name: DartBrains
website: https://dartbrains.org/
repository: https://github.com/ljchang/dartbrains
image: https://github.com/ljchang/dartbrains/raw/master/images/logo/dartbrains_logo_square_transparent.png
- name: Neuroimaging Analysis Methods for Naturalistic Data
website: http://naturalistic-data.org/
repository: https://github.com/naturalistic-data-analysis/naturalistic_data_analysis
image: https://naturalistic-data.org/_static/Naturalistic_Data_Logo_v7.png
- name: Neural Process Family
website: https://yanndubs.github.io/Neural-Process-Family
repository: https://github.com/YannDubs/Neural-Process-Family
image: https://yanndubs.github.io/Neural-Process-Family/_static/logo.gif
- name: "The Turing Way: A guide to reproducible, ethical, inclusive and collaborative data science"
website: https://the-turing-way.netlify.app
repository: https://github.com/alan-turing-institute/the-turing-way
image: https://github.com/alan-turing-institute/the-turing-way/raw/master/book/website/figures/logo/logo.png
- name: Deep Learning for Molecules and Materials
website: https://whitead.github.io/dmol-book/
repository: https://github.com/whitead/dmol-book
image: https://raw.githubusercontent.com/whitead/dmol-book/master/logo.png
- name: genome-sampler Software Documentation
website: https://caporasolab.us/genome-sampler/
repository: https://github.com/caporaso-lab/genome-sampler
image:
- name: PyTorch를 활용한 딥러닝 튜토리얼 (Deep Learning Tutorials with PyTorch)
website: https://pseudo-lab.github.io/Tutorial-Book/
repository: https://github.com/Pseudo-Lab/Tutorial-Book/
image: https://pseudo-lab.github.io/Tutorial-Book/_static/PseudoLab_logo.png
- name: Exploratory Data Visualization with Altair
website: https://altair-viz.github.io/altair-tutorial/README.html
repository: https://github.com/altair-viz/altair-tutorial
image: https://altair-viz.github.io/altair-tutorial/_static/altair-logo.png
- name: "IntroPy: an introductory Python & PsychoPy course"
repository: https://github.com/lukassnoek/introPy
image: https://raw.githubusercontent.com/lukassnoek/introPy/master/intropy/img/logo.png
website: https://lukas-snoek.com/introPy/
- name: "Computational Thermodynamics"
repository: https://github.com/kyleniemeyer/computational-thermo
image: https://kyleniemeyer.github.io/computational-thermo/_static/logo.png
website: https://kyleniemeyer.github.io/computational-thermo
- name: "Make Use of Data: Data Science Notes"
repository: https://github.com/wyattowalsh/data-science-notes
image: https://github.com/wyattowalsh/data-science-notes/raw/master/data-science-notes/favicon_io/apple-touch-icon.png
website: https://makeuseofdata.com
- name: "Guide de bonnes pratiques sur les données de la recherche"
repository: https://github.com/miti-gt-donnees/guide.git
image: https://mi-gt-donnees.pages.math.unistra.fr/guide/_static/logo.png
website: https://mi-gt-donnees.pages.math.unistra.fr/guide
- name: "Callysto Curriculum Notebooks"
repository: https://github.com/callysto/curriculum-jbook/tree/gh-pages
image: https://www.callysto.ca/wp-content/uploads/2020/10/Callysto-Logo_Vert_Colour.png
website: https://callysto.github.io/curriculum-jbook/intro.html
- name: "Introducción a la ciencia de datos"
repository: https://github.com/rafneta/CienciaDatosPythonCIDE
image: https://raw.githubusercontent.com/rafneta/CienciaDatosPythonCIDE/master/docs/logo.jpg
website: https://rafneta.github.io/CienciaDatosPythonCIDE/intro.html
- name: "Development Data Partnership"
repository:
image: https://raw.githubusercontent.com/datapartnership/welcome/master/images/logo.png
website: https://docs.datapartnership.org
- name: "OpenPifPaf Guide"
image: https://openpifpaf.github.io/_static/logo.png
website: https://openpifpaf.github.io
repository: https://github.com/openpifpaf/openpifpaf
- name: "The FAIR Cookbook"
repository: https://github.com/FAIRplus/the-fair-cookbook
image: https://raw.githubusercontent.com/FAIRplus/the-fair-cookbook/7b0eba0d01d129ee826e941fd082bad42e6f3151/_static/images/logo/cookbook-logo-small.png
website: https://fairplus.github.io/the-fair-cookbook/content/home.html
- name: "UW Data Visualization Curriculum"
repository: https://github.com/uwdata/visualization-curriculum
image: https://raw.githubusercontent.com/uwdata/visualization-curriculum/master/altair-hist.png
website: https://uwdata.github.io/visualization-curriculum/intro.html
- name: "MalariaGEN Vector Data User Guide"
repository: https://github.com/malariagen/vector-data/
image: https://malariagen.github.io/vector-data/_static/logo.png
website: https://malariagen.github.io/vector-data/landing-page.html
- name: "Scikit-learn course"
repository: https://github.com/INRIA/scikit-learn-mooc
image: https://inria.github.io/scikit-learn-mooc/_static/scikit-learn-logo.png
website: https://inria.github.io/scikit-learn-mooc/
- name: "Machine Learning for Credit Card Fraud Detection"
repository: https://github.com/Fraud-Detection-Handbook/fraud-detection-handbook
image: https://raw.githubusercontent.com/Fraud-Detection-Handbook/fraud-detection-handbook/main/images/icon_gallery.png
website: https://fraud-detection-handbook.github.io/fraud-detection-handbook
- name: "Epidemic modelling: Some notes, maths, and code"
repository: https://github.com/simoninireland/introduction-to-epidemics
image: https://raw.githubusercontent.com/simoninireland/introduction-to-epidemics/master/src/print-cover-small.png
website: https://simondobson.org/introduction-to-epidemics/
- name: "단국대 2020 캐글 뽀개기 (DKU Kaggle Class)"
repository: https://github.com/kaggler-tv/dku-kaggle-class/
image: https://kaggler-tv.github.io/dku-kaggle-class/_static/logo.png
website: https://kaggler-tv.github.io/dku-kaggle-class/main.html
- name: "Jupyter Guide to Linear Algebra"
repository: https://github.com/bvanderlei/jupyter-guide-to-linear-algebra
image: https://bvanderlei.github.io/jupyter-guide-to-linear-algebra/_static/reflection_logo.png
website: https://bvanderlei.github.io/jupyter-guide-to-linear-algebra/
- name: "Programming Differential Privacy"
repository: https://github.com/uvm-plaid/programming-dp
image: https://uvm-plaid.github.io/programming-dp/_static/logo.png
website: https://uvm-plaid.github.io/programming-dp/
- name: "Argo Online School"
repository: https://github.com/euroargodev/argoonlineschool
image: https://euroargodev.github.io/argoonlineschool/_static/logoAoS.png
website: https://euroargodev.github.io/argoonlineschool
- name: "PVSC pvlib python Tutorial"
repository: https://github.com/PVSC-Python-Tutorials/PVSC48-Python-Tutorial
image: https://raw.githubusercontent.com/pvlib/pvlib-python/master/docs/sphinx/source/_images/pvlib_logo_vert.png
website: https://pvsc-python-tutorials.github.io/PVSC48-Python-Tutorial/index.html
- name: An Introduction to Applied Bioinformatics
website: http://readIAB.org
repository: https://github.com/applied-bioinformatics/iab2
image: https://github.com/applied-bioinformatics/iab2/raw/main/book/logo.png
- name: Primer on Statistics
website: https://r05323028.github.io/primer-on-statistics
repository: https://github.com/r05323028/primer-on-statistics
image: https://raw.githubusercontent.com/r05323028/primer-on-statistics/main/logo.png
- name: Computational Mechanics
website: https://cooperrc.github.io/computational-mechanics
repository: https://github.com/cooperrc/computational-mechanics
image: https://raw.githubusercontent.com/cooperrc/computational-mechanics/b6a88f2d32f9d90418a9b575aec4bec0d6757b2a/comp-mech-logo.svg
- name: "Topology in condensed matter: tying quantum knots"
website: https://topocondmat.org
repository: https://github.com/topocm/topocm_content
image: https://raw.githubusercontent.com/topocm/topocm_content/master/logo_small.jpg
- name: "VisDepot: An Introductory Resource for Data Visualization"
website: https://necote.github.io/VisDepot/
repository: https://github.com/necote/VisDepot
image: https://raw.githubusercontent.com/necote/VisDepot/main/visdepot_logo_4.png
- name: Introduction to Materials Informatics
website: https://enze-chen.github.io/mi-book-2021/
repository: https://github.com/enze-chen/mi-book
image: https://raw.githubusercontent.com/enze-chen/mi-book/master/mi_logo.png
- name: "ML-AI Guide"
website: https://csinva.io/blog/compiled_notes/_build/html//intro.html
repository: https://github.com/csinva/csinva.github.io
image: https://csinva.io/blog/compiled_notes/_build/html//_static/logo.png
- name: Computational Models of Human Social Behavior & Neuroscience
website: https://shawnrhoads.github.io/gu-psyc-347
repository: https://github.com/shawnrhoads/gu-psyc-347
image: https://github.com/shawnrhoads/gu-psyc-347/raw/master/docs/static/images/logo-background.jpg
- name: Foundations of Data Science with Python
website: https://jmshea.github.io/Foundations-of-Data-Science-with-Python
repository: https://github.com/jmshea/Foundations-of-Data-Science-with-Python
image: https://jmshea.github.io/Foundations-of-Data-Science-with-Python/_images/tools.png
- name: "Data Science Process using CRISP-DM"
website: https://syahrulhamdani.github.io/data-science-crisp-dm
repository: https://github.com/syahrulhamdani/data-science-crisp-dm
image: https://syahrulhamdani.github.io/data-science-crisp-dm/_static/bitlabs.png
- name: "Chainladder - Actuarial Reserving in Python"
website: https://chainladder-python.readthedocs.io
repository: https://github.com/casact/chainladder-python
image: https://chainladder-python.readthedocs.io/en/stable/_static/logo.png
- name: Basics of Image Processing
website: https://vincmazet.github.io/bip/
repository: https://github.com/vincmazet/bip
image:
- name: "NI-edu: fMRI analysis in Python"
website: https://lukas-snoek.com/NI-edu
repository: https://github.com/lukassnoek/NI-edu
image: https://raw.githubusercontent.com/lukassnoek/NI-edu/master/NI-edu/img/fmri_lowres.gif
- name: "Music Classification: Beyond Supervised Learning, Towards Real-world Applications"
website: https://music-classification.github.io/tutorial/
repository: https://github.com/music-classification/tutorial
image: https://github.com/music-classification/tutorial/raw/main/book/images/favicon_io/android-chrome-512x512.png
- name: "PyMedPhys: Supporting Medical Physicists in making radiotherapy cancer treatment safer"
website: https://docs.pymedphys.com/
repository: https://github.com/pymedphys/pymedphys/tree/main/lib/pymedphys/docs
image: https://raw.githubusercontent.com/pymedphys/pymedphys/67819b7b49337fb2213ec1bcb7ee64c1ae914eee/logos/pymedphys_square.svg
- name: "The Good Research Code handbook"
website: https://goodresearch.dev
repository: https://github.com/patrickmineault/codebook
image: https://goodresearch.dev/_images/unicorn.png
- name: "Prodigious Python - Quest for the fun filled adventure of Python"
website: https://prodigiouspython.github.io/ProdigiousPython
repository: https://github.com/ProdigiousPython/ProdigiousPython
image: https://raw.githubusercontent.com/ProdigiousPython/AssetStore/main/Prodigious%20Python%20Main%20logo.png
- name: "ALLCools - single-cell DNA Methylome Analysis Package"
website: https://lhqing.github.io/ALLCools/intro.html
repository: https://github.com/lhqing/ALLCools
image: https://raw.githubusercontent.com/lhqing/ALLCools/master/docs/allcools/img/allcools_logo_large.png
- name: "Quality Assurance of Code for Analysis and Research"
website: https://best-practice-and-impact.github.io/qa-of-code-guidance/intro.html
repository: https://github.com/best-practice-and-impact/qa-of-code-guidance
image: https://github.com/best-practice-and-impact/qa-of-code-guidance/blob/master/book/_static/duck_book_logo.svg
- name: "Network Data Science"
website: https://bdpedigo.github.io/networks-course
repository: https://github.com/bdpedigo/networks-course
image: https://raw.githubusercontent.com/bdpedigo/networks-course/main/docs/images/logo.png
- name: "Mathematik für Physikstudierende C"
website: https://fau-ammn.github.io/MathPhysicsC/intro.html
repository: https://github.com/FAU-AMMN/MathPhysicsC
image: https://raw.githubusercontent.com/FAU-AMMN/MathPhysicsC/main/img/FAU_Nat_logo.svg
- name: "Pythia Foundations -- A community learning resource for Python-based computing in the geosciences"
website: https://foundations.projectpythia.org
repository: https://github.com/ProjectPythia/pythia-foundations
image: https://avatars.githubusercontent.com/projectpythia
- name: "10 Lectures on Inverse Problems and Imaging"
website: https://tristanvanleeuwen.github.io/IP_and_Im_Lectures/intro.html
repository: https://github.com/TristanvanLeeuwen/IP_and_Im_Lectures
image: https://tristanvanleeuwen.github.io/IP_and_Im_Lectures/_static/logo.png
- name: "Computational Discovery on Jupyter"
website: https://computational-discovery-on-jupyter.github.io/Computational-Discovery-on-Jupyter/
repository: https://github.com/Computational-Discovery-on-Jupyter/Computational-Discovery-on-Jupyter
image: https://raw.githubusercontent.com/Computational-Discovery-on-Jupyter/Computational-Discovery-on-Jupyter/master/book/logo.jpg
- name: "Scientific Computing for Chemists"
website: https://weisscharlesj.github.io/SciCompChem_JupyterBook/
repository: https://github.com/weisscharlesj/SciCompChem_JupyterBook
image: https://weisscharlesj.github.io/SciCompChem_JupyterBook/_static/logo.svg
- name: "Practical Guide to Climate Econometrics"
website: https://climateestimate.net
repository: https://github.com/atrisovic/weather-panel.github.io/
image: https://climateestimate.net/_static/climate_estimate_logo.png