Experiments Python Packages

hogql-parser

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, data warehouse, a CDP, and an AI product assistant to help debug your code, ship features faster, and keep all your usage and customer data in one stack.

gofeatureflag-python-provider

GO Feature Flag is a simple, complete and lightweight self-hosted cloud native feature flag solution 100% Open Source. 🎛️

silx

silx toolkit

qcodes

Modular data acquisition framework

experimaestro

Experimaestro (python version)

record-keeper

Record experiment data easily

ebtorch

🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses

springs

A set of utilities to turn Dataclasses into useful configuration managers.

mltraq

Track and Collaborate on ML & AI Experiments.

expfactory

software to generate a reproducible container battery of experiments.

lazyscribe

Lightweight, lazy model experiment logging

pytorchlabflow

To manage PyTorch experiments with ease, analyse all components of training pipeline.

reddit-experiments

reddit's python experiments framework

plynx

PLynx is a domain agnostic platform for managing reproducible experiments and data-oriented workflows.

muteria

Software Analysis and Testing Framework

poscidyn

Poscidyn (Python oscillator dynamics) is a Python toolkit based on JAX, designed to streamline and accelerate time-response and frequency-sweep simulations. It leverages novel parallelization strategies to gain a speed advantages over standard continuation software.

grilly

GPU-accelerated neural network operations using Vulkan compute shaders

autolab

Python package for laboratory instruments control and scientific experiments automation

pytorch-kito

Effortless PyTorch training - define your model, Kito handles the rest

boilr

Basic framework for model training and evaluation in PyTorch.

py-experimenter

The PyExperimenter is a tool for the automatic execution of experiments, e.g. for machine learning (ML), capturing corresponding results in a unified manner in a database.

dead-salmon-brain

Dead Salmon Brain is a cluster computing system for analysing A/B experiments

otreeutils

Facilitate oTree experiment implementation with extensions for custom data models, surveys, understanding questions, timeout warnings and more.

scaut

Utilities for conducting and managing experiments on a particle accelerator