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skrub

github.com

Skrub is a Python library that eases preprocessing and feature engineering for machine learning on dataframes.

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Upgini

github.com

Free automated data & feature enrichment library for machine learning - automatically searches through thousands of ready-to-use features from public and community shared data sources and enriches your training dataset with only the accuracy improving features.

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SKBEL

github.com

A Python library for Bayesian Evidential Learning (BEL) in order to estimate the uncertainty of a prediction.

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cleanlab

github.com

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

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AutoGluon

github.com

AutoML for Image, Text, Tabular, Time-Series, and MultiModal Data.

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PyBroker

github.com

Algorithmic Trading with Machine Learning.

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Frouros

github.com

Frouros is an open source Python library for drift detection in machine learning systems.

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A bounded controller for production ML under distribution shift — detects drift, learns from delayed labels, and takes the smallest safe steering step to defer unnecessary retrains.

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CometML

github.com

The best-in-class MLOps platform with experiment tracking, model production monitoring, a model registry, and data lineage from training straight through to production.

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ClearML

github.com

Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution.

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Okrolearn

github.com

A python machine learning library created to combine powefull data analasys features with tensors and machine learning components, while maintaining support for other libraries.

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Opik

github.com

Evaluate, trace, test, and ship LLM applications across your dev and production lifecycles.

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pyclugen

github.com

Multidimensional cluster generation in Python.

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mlforgex

github.com

Lightweight ML utility for automated training, evaluation, and prediction with CLI and Python API support.

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autobatcher

github.com

Drop-in AsyncOpenAI replacement that transparently batches requests via the Batch API for cheaper LLM inference.

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DataComPy

github.com

A library to compare Pandas, Polars, and Spark data frames. It provides stats and lets users adjust for match accuracy.

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DataVisualization

github.com

A GitHub Repository Where you can Learn Datavisualizatoin Basics to Intermediate level.

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Mars

github.com

A tensor-based framework for large-scale data computation which is often regarded as a parallel and distributed version of NumPy.

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Vaex

github.com

A high performance Python library for lazy Out-of-Core DataFrames (similar to Pandas), to visualize and explore big tabular datasets. Documentation can be found here.

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Open Mining

github.com

Business Intelligence (BI) in Python (Pandas web interface) [Deprecated]

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PyMC

github.com

Markov Chain Monte Carlo sampling toolkit.

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zipline

github.com

A Pythonic algorithmic trading library.

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SymPy

github.com

A Python library for symbolic mathematics.

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statsmodels

github.com

Statistical modelling and econometrics in Python.

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bokeh

github.com

Interactive Web Plotting for Python.

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altair

github.com

A Python to Vega translator.

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d3py

github.com

A plotting library for Python, based on D3.js.

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PyDexter

github.com

Simple plotting for Python. Wrapper for D3xterjs; easily render charts in-browser.

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ggplot

github.com

Same API as ggplot2 for R. [Deprecated]

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ggfortify

github.com

Unified interface to ggplot2 popular R packages.

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Kartograph.py

github.com

Rendering beautiful SVG maps in Python.

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PyQtGraph

github.com

A pure-python graphics and GUI library built on PyQt4 / PySide and NumPy.

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pycascading

github.com

[Deprecated]

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Petrel

github.com

Tools for writing, submitting, debugging, and monitoring Storm topologies in pure Python.

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Blaze

github.com

NumPy and Pandas interface to Big Data.

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