PyRank
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About

Statistics Python Packages

Python packages with the GitHub topic statistics. Sorted by relevance, with stars and monthly downloads.
scikit-learn
scikit-learn

scikit-learn: machine learning in Python

208.6M 66K 27K
statsmodels
statsmodels

Statsmodels: statistical modeling and econometrics in Python

36.7M 11K 3K
mahmoud
boltons

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

19.1M 7K 391
scikit-learn-contrib
imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

13.2M 7K 1K
rsalmei
about-time

A cool helper for tracking time and throughput of code blocks, with beautiful human friendly renditions.

3.4M 70 4
CamDavidsonPilon
lifelines

Survival analysis in Python

2.5M 3K 566
ydataai
ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

2M 14K 2K
Nixtla
statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

2M 5K 368
pymc-devs
pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

1.1M 612 186
tensorflow
tensorflow-probability

Probabilistic reasoning and statistical analysis in TensorFlow

1.1M 4K 1K
MatthewReid854
reliability

Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/

938K 423 85
ydataai
pandas-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

648K 14K 2K
mne-tools
mne

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

541K 3K 2K
raphaelvallat
pingouin

Statistical package in Python based on Pandas

460K 2K 165
tensorflow
tfp-nightly

Probabilistic reasoning and statistical analysis in TensorFlow

429K 4K 1K
rpy2
rpy2

Interface to use R from Python

372K 691 82
Nixtla
hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

300K 742 97
CamDavidsonPilon
lifetimes

Lifetime value in Python

257K 1K 374
py-why
causal-learn

Causal Discovery in Python. Learning causality from data.

206K 2K 254
rapidsai
pylibraft-cu12

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

194K 1K 232
rapidsai
libraft-cu12

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

173K 1K 232
rjt1990
pyflux

Open source time series library for Python

170K 2K 246
arviz-devs
preliz

Exploring and eliciting probability distributions

165K 165 17
fbdesignpro
sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

144K 3K 288
    • Data from PyPI, GitHub, ClickHouse, and BigQuery