simonwoodhead

simonwoodhead's Stars

• drivendataorg/cookiecutter-data-science

  A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

  Language:Python8.4k2.5k

• AnswerDotAI/ghapi

  A delightful and complete interface to GitHub's amazing API

  Language:Jupyter Notebook62766

• AykutSarac/jsoncrack.com

  ✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML, CSV and more, into interactive graphs.

  Language:TypeScript33.9k2.2k

• wesm/pydata-book

  Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

  Language:Jupyter Notebook22.3k15.2k

• recommenders-team/recommenders

  Best Practices on Recommendation Systems

  Language:Python19.4k3.1k

• mingrammer/diagrams

  :art: Diagram as Code for prototyping cloud system architectures

  Language:Python39.9k2.6k

• microsoft/project-azua

  Data Efficient Decision Making

  Language:Python24131

• faif/python-patterns

  A collection of design patterns/idioms in Python

  Language:Python40.6k6.9k

• donnemartin/interactive-coding-challenges

  120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

  Language:Python29.6k4.5k

• OpenEducationAnalytics/OpenEducationAnalytics

  This project provides open source Education Analytics solutions built on Azure.

  Language:Jupyter Notebook227101

• jupyter/nbconvert

  Jupyter Notebook Conversion

  Language:Python1.8k568

• google/pinject

  A pythonic dependency injection library.

  Language:Python1.4k87

• ets-labs/python-dependency-injector

  Dependency injection framework for Python

  Language:Python4k306

• rmcelreath/stat_rethinking_2022

  Statistical Rethinking course winter 2022

  Language:R4.1k444

• burnash/gspread

  Google Sheets Python API

  Language:Python7.1k949

• CAHLR/pyBKT

  Python implementation of Bayesian Knowledge Tracing and extensions

  Language:C++20263

• kynan/nbstripout

  strip output from Jupyter and IPython notebooks

  Language:Python1.2k95

• fastai/fastbook

  The fastai book, published as Jupyter Notebooks

  Language:Jupyter Notebook22.1k8.5k

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python136k27.2k

• jax-ml/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python30.6k2.8k

• cmu-phil/tetrad

  Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.

  Language:Java408111

• py-why/dowhy

  DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

  Language:Python7.2k936

• krasserm/bayesian-machine-learning

  Notebooks about Bayesian methods for machine learning

  Language:Jupyter Notebook1.8k463

• rmcelreath/statrethinking_winter2019

  Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

  2k392

• EmuKit/emukit

  A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

  Language:Python605128

• webermarcolivier/statannot

  add statistical annotations (pvalue significance) on an existing boxplot generated by seaborn boxplot

  Language:Jupyter Notebook39574

• danielcfurr/edstan-python

  Python package for fitting item response theory models using psytan

  Language:Python147

• timeseriesAI/tsai

  Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

  Language:Jupyter Notebook5.3k661

• jbmouret/matplotlib_for_papers

  Handout for the tutorial "Creating publication-quality figures with matplotlib"

  Language:Jupyter Notebook2.1k301

• tonysyu/matplotlib-style-gallery

  A gallery displaying stylesheets for Matplotlib

  Language:Python7312