Estimation Python Packages

samplics

Select, weight and analyze complex sample data — superseded by https://github.com/samplics-org/svy

antecedent

Antecedent is a typed causal-analysis compiler whose output is a qualified scientific claim. It keeps identification, structural uncertainty, empirical support, statistical uncertainty, assumptions, implementation evidence and provenance separate and machine-checkable all the way through execution and serialization.

lspopt

Python implementation of a multitaper window method for estimating Wigner spectra for certain locally stationary processes

sixdrepnet

Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.

xlogit

A Python package for GPU-accelerated estimation of mixed logit models.

agent-estimate

The first open-source effort estimation tool built for AI coding agents. PERT + METR + wave planning.

predictr

Weibull Analysis Tools

pymle-diffusion

Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)

dabest

Data Analysis with Bootstrapped ESTimation

conaction

A package for studying how things change together.

genai-pricing

Estimate GenAI prompt costs from a unified, auto-updated pricing table. This repo provides a tiny helper around OpenAI responses plus a parser for a curated model pricing table.

orbdetpy

Orbit Determination with Python

kasal-6d

[CVPR'26] KASALv2; [TIP'24] KASALv1 (Tags: rotational symmetry; rotation; symmetry; symmetry axis; pose estimation; 6DoF; BOP Challenge; toolkit)

spatialize

Spatialize: A Python/C++ Library for Ensemble Spatial Interpolation

kasalv2

[CVPR'26] KASALv2; [TIP'24] KASALv1 (Tags: rotational symmetry; rotation; symmetry; symmetry axis; pose estimation; 6DoF; BOP Challenge; toolkit)

lie-groups-py

Functions for the Lie Algebra goups SO(2), SE(2), SO(3), are SE(3) that are commonly used in robotics and computer vision.

deepposekit

a toolkit for pose estimation using deep learning

tfest

Estimate transfer function from its frequency response

gpu-estimator

A Python package for estimating GPU memory requirements and the number of GPUs needed for training machine learning models

fineness

A framework that certifies numerical and stochastic software: mutation-gated checks, mandatory error bars, monotone trust levels.

planning-poker

A Django app which allows teams to perform a remote scrum planning poker session

spiceweasel

kalman filters written in python

discretetopology

Library to estimate topology of electrical grid using voltage sensor data

planning-poker-jira

Import stories and their description form your Jira sprint board and export the results of your planning poker session back to it.