Optuna Python Packages

cmaes

Python library for CMA Evolution Strategy.

optuna-dashboard

Real-time Web Dashboard for Optuna.

neptune

📘 The experiment tracker for foundation model training

class-resolver

🔍 Lookup classes and instantiate them with style

neptune-client

📘 The experiment tracker for foundation model training

irspack

Train, evaluate, and optimize implicit feedback-based recommender systems.

jupyterlab-optuna

Real-time Web Dashboard for Optuna.

omega-lock

Catch overfitting before you ship it: a walk-forward / held-out gate for any optimizer (Optuna, sweeps, prompt search). The highest score isn't deployable until it survives data it never saw. CLI + Python.

martin-binance

Free trading system for crypto exchanges SPOT market. Adaptive customizable reverse grid strategy based on martingale.

hyperparameter-tuning

Hyperparameter tuning with minimal boilerplate

aiaccel

AIST Toolkit for Accelerating Machine Learning Research

echolon

LLM-agent-native backtest framework for futures research — MCP server, in-package skills, catalogued error codes, typed Pydantic configs. Production engine inside Qorka @ DolphinQuant.

tlmtc

Transfer Learning for Multi-label Text Classification

abliterix

Automated alignment adjustment for LLMs — direct steering, LoRA, and MoE expert-granular abliteration, optimized via multi-objective Optuna TPE.

llama-optimus

llama-optimus is a lightweight Python tool to automatically optimize llama.cpp performance flags for maximum tg & pp token/s throughput. Powered by Bayesian optimization with Optuna

orchard-ml

Modular PyTorch framework: Pydantic schemas + Optuna optimization + resolution-aware architectures for vision research

py-automl-lib

Python package for automated hyperparameter-optimization of common machine-learning algorithms

mltb2

Machine Learning Toolbox 2

hpoflow

Tools for Optuna, MLflow and the integration of both.

tuneta

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

optuml

Optuna-optimized ML methods, with scikit-learn like API

optkeras

OptKeras: Wrapper of Keras and Optuna to optimize hyperparameters of Deep Learning.

baseline-optimal

A Python package for machine learning pipeline optimization

optuna-async-helper

A Helper Library to run asynchronous optimization with Optuna