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.

hogql-parser-rs

🦔 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 — built on OpenFeature 🎛️

qcodes

Modular data acquisition framework

silx

silx toolkit

experimaestro

Experimaestro (python version)

ebtorch

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

expfactory

software to generate a reproducible container with a battery of experiments

record-keeper

Record experiment data easily

pytorchlabflow

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

pytorch-kito

Kito is a lightweight PyTorch training library that eliminates boilerplate code. Define your model architecture and loss function - Kito automatically handles training loops, optimization, callbacks, distributed training, and more.

mltraq

Track and Collaborate on ML & AI Experiments.

autolab

Python package for laboratory instruments control and scientific experiments automation

plynx

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

muteria

Software Analysis and Testing Framework

springs

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

hogli

🦔 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.

reddit-experiments

reddit's python experiments framework

dead-salmon-brain

Apache Spark based framework for analysis A/B experiments

grilly

GPU-accelerated neural network operations using Vulkan compute shaders.

lazyscribe

Lightweight, lazy model experiment logging

boilr

Basic framework for model training and evaluation in PyTorch.

easyembed

downloading pre-trained embedding easily and keeping only the necessary amount of embedding while training

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.