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A minimal, educational, Pythonic implementation of autograd (~100 loc).

MIT Information Extraction Toolkit

github.com

C, C++, and Python tools for named entity recognition and relation extraction.

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

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

opensource

github.com

Vanna.ai - An open-source Python RAG framework for SQL generation and related functionality.

A Python-inspired implementation of the Optimum-Path Forest classifier.

Pattern

github.com

A web mining module for the Python programming language. It has tools for natural language processing, machine learning, among others.

Plexiglass

github.com

Python Machine Learning Pentesting Toolbox for Adversarial Attacks. Works with LLMs, DNNs, and other machine learning algorithms.

Hidden Markov Models for Python, implemented in Cython for speed and efficiency.

Multidimensional cluster generation in Python.

Supports software work with AI-assisted coding, testing or application development.

Tutorial on Python time-series model deployment.

Blazing fast short-text-topic-modelling for Python.

The easiest, and fastest way to run AI-generated Python code safely.

Alibi

github.com

Open-source Python library enabling ML model inspection and interpretation.

Alibi Detect

github.com

An open source Python library focused on outlier, adversarial and drift detection.

bayeso

github.com

A simple, but essential Bayesian optimization package, written in Python.

A lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.

Python bindings for the BLLIP natural language parser.

Bodywork

bodywork.readthedocs.io

Deploys machine learning projects developed in Python, to Kubernetes.

Bokeh is a Python-based visualization library, capable of building plots from simple charts to interactive dashboards.

Cartopy is a Python package designed for geospatial data processing in order to produce maps and other geospatial data analyses.

Lightweight, extensible data validation library for Python.

Cleanlab

github.com

Python library for data-centric AI and machine learning with messy, real-world data and labels.