Alternatives and similar repositories for essays-on-data-science

Users that are interested in essays-on-data-science are comparing it to the libraries listed below

• eigenfoo / tests-as-linear
  Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.
  ☆94Updated last year
• pymc-learn / pymc-learn
  pymc-learn: Practical probabilistic machine learning in Python
  ☆231Updated 4 years ago
• MBrouns / timeseers
  Time should be taken seer-iously
  ☆317Updated 2 years ago
• ksachdeva / rethinking-tensorflow-probability
  Statistical Rethinking (2nd Ed) with Tensorflow Probability
  ☆272Updated 3 years ago
• dustinstansbury / statistical-rethinking-2023
  Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.
  ☆179Updated last year
• gbosquechacon / statrethink_course_in_pymc3
  Statistical Rethinking course in pymc3
  ☆143Updated 5 years ago
• Quantco / glum
  High performance Python GLMs with all the features!
  ☆357Updated 3 weeks ago
• fehiepsi / rethinking-numpyro
  Statistical Rethinking (2nd ed.) with NumPyro
  ☆461Updated 5 months ago
• hyosubkim / bayes-toolbox
  bayes-toolbox
  ☆93Updated 3 months ago
• ericmjl / dl-workshop
  Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!
  ☆228Updated last year
• pyscaffold / pyscaffoldext-dsproject
  💫 PyScaffold extension for data-science projects
  ☆159Updated last week
• ericmjl / bayesian-analysis-recipes
  A collection of Bayesian data analysis recipes using PyMC3
  ☆563Updated last year
• matthewwardrop / formulaic
  A high-performance implementation of Wilkinson formulas for Python.
  ☆416Updated 2 weeks ago
• BayesianModelingandComputationInPython / BookCode_Edition1
  ☆548Updated last year
• sktime / skpro
  A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
  ☆279Updated last week
• scikit-learn-contrib / project-template
  A template for scikit-learn extensions
  ☆337Updated 8 months ago
• msuzen / looper
  A resource list for causality in statistics, data science and physics
  ☆266Updated 2 months ago
• pymc-devs / pymc-examples
  Examples of PyMC models, including a library of Jupyter notebooks.
  ☆347Updated last month
• asuagar / statrethink-course-numpyro-2019
  Statistical Rethinking: A Bayesian Course Using Python and NumPyro
  ☆90Updated 4 years ago
• ericmjl / bayesian-stats-modelling-tutorial
  How to do Bayesian statistical modelling using numpy and PyMC3
  ☆670Updated 3 years ago
• AmpersandTV / pymc3-hmm
  Hidden Markov models in PyMC3
  ☆99Updated last year
• ericmjl / causality
  In which I play with the ideas surrounding causality
  ☆53Updated 3 years ago
• malmgrek / gammy
  Generalized additive models in Python with a Bayesian twist
  ☆78Updated last month
• fonnesbeck / Bayes_Computing_Course
  ☆232Updated 3 years ago
• pymc-devs / pymc-bart
  ☆122Updated this week
• fonnesbeck / probabilistic_python
  PyData London 2022 Tutorial
  ☆67Updated 3 years ago
• ecotner / statistical-rethinking
  Following along with Statistical Rethinking text on Bayesian modeling by McElreath
  ☆66Updated 5 years ago
• KaveIO / PhiK
  Phi_K correlation analyzer library
  ☆166Updated last week
• ericmjl / pyds-cli
  Helping you manage your data science projects sanely.
  ☆53Updated last week
• aeturrell / skimpy
  skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
  ☆471Updated last week