VeridicalFlow
VeridicalFlow: a Python package for building trustworthy data science pipelines with PCS - Published in JOSS (2022)
https://github.com/recommenders-team/recommenders
Best Practices on Recommendation Systems
neurokit2
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
tutorials
The PO.DAAC Cookbook: A place to find data recipes and tutorials for PO.DAAC datasets, tools & services
dft_pib_code
Interactive Jupyter Notebooks for learning the fundamentals of Density-Functional Theory (DFT)
argoonlineschool
Here you can find find the source code of the Argo Online school.
single-cell-training
SIB course on single cell transcriptomics by mostly using the Seurat pipeline
architecture-decision-record
Architecture decision record (ADR) examples for software planning, IT leadership, and template documentation
earthlab.github.io
A site dedicated to tutorials, course and other learning materials and resources developed by the Earth Lab team
neutronics-workshop
A workshop covering a range of fusion relevant analysis and simulations with OpenMC, DAGMC, Paramak and other open source fusion neutronics tools
demo-clustering-longitudinal-data
Supplementary materials for the manuscript "Clustering of longitudinal data: A tutorial on a variety of approaches" by N. G. P. Den Teuling, S.C. Pauws, and E.R. van den Heuvel (2021)
computer-vision-in-action
A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页
reinforcement_learning_course_materials
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
https://github.com/astropy/ccd-reduction-and-photometry-guide
Read the CCD guide here:
https://github.com/catalyst-cooperative/pudl-examples
Example Jupyter notebooks hosted on Kaggle that demonstrate how to work with US energy data from PUDL.
https://github.com/annakrystalli/dataspice-tutorial
Tutorial in practical research data management: creating simple metadata files using dataspice
https://github.com/adibender/pammtutorial-smj
Code and materials to reproduce graphics in "A generalized additive model approach to time-to-event analysis"
https://github.com/zillionare/zillionare
量化资源和教程请访问 ke.quantide.cn 和公众号🫶Quantide
shinyintro
This class will teach you the basics of Shiny app programming, giving you skills that will form the basis of almost any app you want to build. By the end of the class, you will have created a custom app that collects and saves data, allows users to dynamically visualize the data, and produces downloadable reports.
https://github.com/adrhill/julia-ml-course
Julia for Machine Learning course at TU Berlin
openlca-python-examples
Explains the usage of the openLCA API from Python (Jython)
tutorial
Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)
https://github.com/commoncrawl/whirlwind-python
A whirlwind tour of Common Crawl's data using Python
egu-2025-course
Harnessing the Power of Pangeo: Enhancing Your Scientific Data Analysis Workflow with scalable open source tools
https://github.com/comunica/tutorial-iswc2019-ldflex-on-react
Tutorial on LDflex via React Components
https://github.com/annakrystalli/literate-programming
Materials associated with workshop on literate programming in Rmarkdown @ the University of Sheffield as part of the Bioinformatics Core "Introduction to R" workshop
https://github.com/aadya940/pycoding
An Agentic Python Library and CLI Tool to automate Coding tutorial generation.
https://github.com/annakrystalli/emodnet-dataspice-tutorial
An Introduction to using R package Dataspice to collect metadata for EMODnet Biology Data Products
https://github.com/abitter/ptos
Practices and Tools of Open Science: Topic Modeling
https://github.com/erictleung/tutorial-vim
:musical_keyboard: Tutorial, resources, and notes on the text editor Vim
https://github.com/cemac/lifd_convolutionalneuralnetworks
Jupyter Notebooks Tutorials on ConvolutionalNeuralNetworks
https://github.com/astorfi/cntk-world
:earth_americas: Simple and ready-to-use deep learning examples for the Microsoft Cognitive Toolkit (CNTK)
eccb2024
Repository for a training course on systematic conservation planning at the ECCB 2024
https://github.com/chilipp/psyplot-icon-c2sm-meeting-20220215
Presentation material for the psyplot demonstration at the ICON C2SM-Meeting 2022/1
https://github.com/chilipp/psyplot-o2a-jourfix-20210224
Presentation material for the O2A Jourfix on February 24th, 2021
https://github.com/brendaferrari/lysozyme-water-gromacs-script
Script developed to run the commands of the "Lysozyme in Water" tutorial in gromacs.
https://github.com/ci-for-research/example-python-monte-carlo-pi
Continuous Integration and Continuous developement for scientific applications
https://github.com/agamiko/tiny-mnist-challenge
Tiny MNIST Challenge for university student's class with example codes in matlab and pytorch.
intro_python_ismb2022
https://github.com/erictleung/tutorial-latex
:musical_score: Tutorial to the typesetting application LaTeX
visualrecsys-tutorial-iui2021
Repository for "VisRec: A Hands-on Tutorial on Deep Learning for Visual Recommender Systems" at ACM IUI 2021 conference
https://github.com/agnostiqhq/tutorials_covalent_ieee_2022
Tutorials for 2022 IEEE Quantum Week Workshop on Covalent
https://github.com/alcrene/fokker-planck-brief-intro
A brief, opinionated introduction to the Fokker-Planck equation
https://github.com/bluegreen-labs/handful_of_pixels
A handful of pixels: big science using small data
https://github.com/combustiontoolbox/combustion_toolbox_sample
Combustion Toolbox sample
https://github.com/bahremsd/tmmax-workshop
Workshop given in graduate-level thin film coatings course in ITU
https://github.com/becksteinlab/adkgromacstutorial
Basic tutorial for running and analyzing a Gromacs MD simulation of AdK
opengl-pyramid-tutorial
OpenGL Pyramid and other shapes and colored lights tutorial
https://github.com/biojava/biojava-tutorial
:book::books:An introductory tutorial for BioJava
tutorial-simulations-using-npsim-and-geant4
EIC Tutorial: Simulations using ddsim and Geant4
https://github.com/cgohlke/ipcf.ipynb
Pair correlation function analysis of fluorescence fluctuations in big image time series.
snakemake-learning
GitHub Repository for the snakemake learn session at the @MannLabs Group Retreat 2025
https://github.com/chilipp/psyplot-ks-seminar-20210228
KS Seminar talk about psyplot on January 28th, 2021
https://github.com/cgohlke/simulate_diffusion
Simulate diffusion on a grid using Python.
https://github.com/actinia-org/actinia-example-plugin
A small example plugin for actinia-core.
sequencing-data-analysis-training
SIB course that introduces analysis of NGS data
cognitivemodels
Cognitive Models: Computational Modeling of Cognitive Processes with Bayesian Mixed Models in Julia
hsf-training-cicd-basics-webpage
An introduction to the basics of continuous integration (CI) and continuous deployment (CD).
hsf-training-matplotlib
Create commonly used plots in HEP with matplotlib and mplhep
https://github.com/chilipp/psyplot-ak-viewer-workshop-20210412
Presentation material for the psyplot demonstration at the Datahub AK Viewer workshop
https://github.com/araffin/rl-tutorial-jnrr19
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
https://github.com/compomics/intro-to-deep-learning
Practical introduction to neural networks with Pytorch and Lightning
https://github.com/erictleung/talk-unittest-travis-ci
Presentation on Python's unittest and Travis CI
llm_from_scratch
I am using here just to share what I have been struggling to understand
howtospinfoamamplitude
Notebooks and data with practical introduction to numerical computations of spinfoam amplitudes in LQG.
https://github.com/cefriel/competence-kg
A tutorial on Knowledge Graphs discussing how to model the employee competences within a company
https://github.com/betsaka/mapme_impact_training
Tutorial in French and English on impact evaluation with Mapme tools applied to protected areas in Madagascar.
https://github.com/aveek-saha/chrome-dinosaur-game-clone
A clone of the classic chrome dinosaur game using Phaser
bayesian-optimization
An introduction to Bayesian optimization with an example of accelerator tuning task.
escriptorium-documentation
Source code to eScriptorium Documentation's website (powered with Mkdocs)
containers-introduction-training
Course website "Docker and Singularity for reproducible research: getting started with containers"
org.cicirello:interactive-bin-packing
Self-guided tutorial on combinatorial optimization, the bin packing problem, and constructive heuristics, suitable for use as course assignments, or by self-directed learners.
nlp_minihack
Workshop materials for a two-day, remote Mini Hack where participants learned what Natural Language Processing is, how to preprocess data for it, how to conduct it, and how to evaluate topics.