scikit-learn: machine learning in Python
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47,133 repositories indexed
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1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
- pandas-profiling
- pandas-dataframe
- statistics
- jupyter-notebook
Statsmodels: statistical modeling and econometrics in Python
- python
- statistics
- econometrics
- data-analysis
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
🌊 Online machine learning in Python
- incremental-learning
- machine-learning
- python
- online-learning
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
Visualize and compare datasets, target values and associations, with one line of code.
- pandas-dataframe
- eda
- pandas
- data-exploration
Open source time series library for Python
What's in your data? Extract schema, statistics and entities from datasets
- python
- privacy
- pii
- npi
Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
Python package for graph statistics
- graph
- data-science
- networks
- python
An Intelligent wordlist generator based on user profiling, permutations, and statistics. (Named after the same tool in Mr.Robot series S01E01)
- elliot
- cupp
- passwords
- hacking-tool
Module for statistical learning, with a particular emphasis on time-dependent modelling
- machine-learning
- python
- point-process
- optimization
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
- pandas
- pandas-summary
- dataframes
- data-science
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
- eda
- pandas
- data-science
- exploratory-data-analysis
Multiple Pairwise Comparisons (Post Hoc) Tests in Python
- posthoc-comparisons
- posthoc-tests
- python
- scikit
Visualize network topologies and collect graph statistics based on pcap files
- network-topology
- python
- pcap
- security-tools
The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base
- mcp
- data-sources
- ai
- awesome-list
Generate a GitHub stats SVG for your GitHub Profile README in GitHub Actions
- profile-readme
- github-profile
- github-profile-readme
- github-stats
Pandas-based utility to calculate weighted means, medians, distributions, standard deviations, and more.
Statistics module for MicroPython
MQTT Topic Statistics
- mqtt
- python
- mqtt-client
- python3