rougier / scientific-visualization-book

Related projects: ⓘ

• matplotlib / cheatsheets
  Official Matplotlib cheat sheets
  ☆7,322Updated 2 months ago
• rougier / matplotlib-cheatsheet
  Matplotlib 3.1 cheat sheet.
  ☆2,898Updated 3 years ago
• rougier / numpy-100
  100 numpy exercises (with solutions)
  ☆11,997Updated 2 months ago
• garrettj403 / SciencePlots
  Matplotlib styles for scientific plotting
  ☆6,981Updated last week
• connorferster / handcalcs
  Python library for converting Python calculations into rendered latex.
  ☆5,568Updated 2 months ago
• google / latexify_py
  A library to generate LaTeX expression from Python code.
  ☆7,160Updated 4 months ago
• optuna / optuna
  A hyperparameter optimization framework
  ☆10,527Updated last week
• vega / altair
  Declarative statistical visualization library for Python
  ☆9,227Updated this week
• shap / shap
  A game theoretic approach to explain the output of any machine learning model.
  ☆22,506Updated this week
• rougier / matplotlib-tutorial
  Matplotlib tutorial for beginner
  ☆2,925Updated 3 months ago
• probml / pyprobml
  Python code for "Probabilistic Machine learning" book by Kevin Murphy
  ☆6,465Updated last month
• d2l-ai / d2l-en
  Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …
  ☆23,170Updated last month
• mml-book / mml-book.github.io
  Companion webpage to the book "Mathematics For Machine Learning"
  ☆13,043Updated 8 months ago
• plotly / plotly.py
  The interactive graphing library for Python This project now includes Plotly Express!
  ☆16,007Updated this week
• probml / pml-book
  "Probabilistic Machine Learning" - a book series by Kevin Murphy
  ☆4,914Updated 2 months ago
• ritchieng / the-incredible-pytorch
  The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
  ☆11,366Updated 3 months ago
• vaexio / vaex
  Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…
  ☆8,257Updated this week
• mwaskom / seaborn
  Statistical data visualization in Python
  ☆12,401Updated last month
• christophM / interpretable-ml-book
  Book about interpretable machine learning
  ☆4,753Updated last month
• pycaret / pycaret
  An open-source, low-code machine learning library in Python
  ☆8,818Updated 2 weeks ago
• mwouts / jupytext
  Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
  ☆6,588Updated 2 weeks ago
• drivendataorg / cookiecutter-data-science
  A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
  ☆8,186Updated last month
• HarisIqbal88 / PlotNeuralNet
  Latex code for making neural networks diagrams
  ☆21,827Updated last year
• ctgk / PRML
  PRML algorithms implemented in Python
  ☆11,391Updated last week
• pymc-devs / pymc
  Bayesian Modeling and Probabilistic Programming in Python
  ☆8,633Updated this week
• lmcinnes / umap
  Uniform Manifold Approximation and Projection
  ☆7,363Updated last month
• fastai / fastbook
  The fastai book, published as Jupyter Notebooks
  ☆21,537Updated last month
• ml-tooling / best-of-ml-python
  🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
  ☆16,256Updated this week
• CamDavidsonPilon / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
  aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…
  ☆26,674Updated 2 months ago
• ydataai / ydata-profiling
  1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
  ☆12,385Updated last week