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The Top 23 Jupyter Notebook Statistics Open Source Projects

Open source projects categorized as Jupyter Notebook Statistics
Categories > Data Processing > Jupyter Notebook
Categories > Data Processing > Statistics
Probabilistic Programming And Bayesian Methods For Hackers ⭐ 26,097
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
most recent commit 5 months ago
Ydata Profiling ⭐ 11,983
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40most recent commit 11 days agopypi pandas-profiling} Downloads
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 4 years agopypi Edward} Downloads
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51most recent commit 3 months agopypi tensorflow-probability} Downloads
Datascience ⭐ 3,955
Curated list of Python resources for data science.
most recent commit 3 months ago
God Level Data Science Ml Full Stack ⭐ 3,384
A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
most recent commit 4 months ago
Ml Foundations ⭐ 2,224
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit 9 months ago
Bayesian Modelling In Python ⭐ 2,202
A python tutorial on bayesian modeling techniques (PyMC3)
most recent commit 7 years ago
Data Science 45min Intros ⭐ 1,434
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
most recent commit 5 years ago
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit 2 years ago
Hackermath ⭐ 1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
most recent commit 6 years ago
Cracking The Data Science Interview ⭐ 1,291
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
most recent commit 2 years ago
Ppde642 ⭐ 1,244
USC urban data science course series with Python and Jupyter
most recent commit 3 months ago
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44most recent commit 4 months agopypi imodels} Downloads
Geomstats ⭐ 1,113
Computations and statistics on manifolds with geometric structures.
dependent packages 3total releases 32most recent commit 3 months agopypi geomstats} Downloads
Lovely Tensors ⭐ 962
Tensors, ready for human consumption
dependent packages 4total releases 24most recent commit a year agopypi lovely-tensors} Downloads
Earthengine Py Notebooks ⭐ 807
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
most recent commit 3 years ago
Intro2stats ⭐ 697
Introduction to Statistics using Python
most recent commit 5 years ago
Statistical Rethinking With Python And Pymc3 ⭐ 674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
most recent commit 6 years ago
Edward2 ⭐ 656
A simple probabilistic programming language.
dependent packages 2total releases 2most recent commit 4 months agopypi edward2} Downloads
Ai_all_resources ⭐ 647
A curated list of Best Artificial Intelligence Resources
most recent commit 5 months ago
Fecon235 ⭐ 622
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
most recent commit 5 years ago
Datascienceprojects ⭐ 604
The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
most recent commit 3 months ago
The 10 Most Depended On Jupyter Notebook Statistics Open Source Projects
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months agopypi tensorflow-probability} Downloads
Ydata Profiling ⭐ 11,983
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40latest release February 03, 2023most recent commit 11 days agopypi pandas-profiling} Downloads
Kdepy ⭐ 515
Kernel Density Estimation in Python
dependent packages 16total releases 34latest release October 09, 2023most recent commit 6 months agopypi KDEpy} Downloads
Esda ⭐ 189
statistics and classes for exploratory spatial data analysis
dependent packages 16total releases 18latest release October 24, 2023most recent commit 4 months agopypi esda} Downloads
Omigo Data Analytics ⭐ 13
Data Analytics Library for Python
dependent packages 5total releases 29latest release September 15, 2023most recent commit 3 months agopypi omigo-core} Downloads
Lovely Numpy ⭐ 60
NumPy arrays, ready for human consumption
dependent packages 4total releases 20latest release October 31, 2023most recent commit 6 months agopypi lovely-numpy} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Zigzag ⭐ 349
Python library for identifying the peaks and valleys of a time series.
dependent packages 4total releases 9latest release August 06, 2022most recent commit 9 months agopypi zigzag} Downloads
Lovely Tensors ⭐ 962
Tensors, ready for human consumption
dependent packages 4total releases 24latest release December 28, 2022most recent commit a year agopypi lovely-tensors} Downloads
Segregation ⭐ 100
Segregation Measurement, Inferential Statistics, and Decomposition Analysis
dependent packages 4total releases 23latest release August 24, 2023most recent commit 8 months agopypi segregation} Downloads
The 10 Latest Releases In Jupyter Notebook Statistics Open Source Projects
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months agopypi tensorflow-probability} Downloads
Lovely Numpy ⭐ 60
NumPy arrays, ready for human consumption
dependent packages 4total releases 20latest release October 31, 2023most recent commit 6 months agopypi lovely-numpy} Downloads
Esda ⭐ 189
statistics and classes for exploratory spatial data analysis
dependent packages 16total releases 18latest release October 24, 2023most recent commit 4 months agopypi esda} Downloads
Kdepy ⭐ 515
Kernel Density Estimation in Python
dependent packages 16total releases 34latest release October 09, 2023most recent commit 6 months agopypi KDEpy} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Scperturb ⭐ 56
scPerturb: A resource and a python/R tool for single-cell perturbation data
total releases 5latest release September 25, 2023most recent commit 3 months ago
Omigo Data Analytics ⭐ 13
Data Analytics Library for Python
dependent packages 5total releases 29latest release September 15, 2023most recent commit 3 months agopypi omigo-core} Downloads
Geomstats ⭐ 1,113
Computations and statistics on manifolds with geometric structures.
dependent packages 3total releases 32latest release August 30, 2023most recent commit 3 months agopypi geomstats} Downloads
Segregation ⭐ 100
Segregation Measurement, Inferential Statistics, and Decomposition Analysis
dependent packages 4total releases 23latest release August 24, 2023most recent commit 8 months agopypi segregation} Downloads
Pycroscopy ⭐ 241
Scientific analysis of nanoscale materials imaging data
dependent packages 1total releases 86latest release August 09, 2023most recent commit 6 months agopypi pycroscopy} Downloads
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