hyperparameter-search · GitHub Topics

#计算机科学#Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

翻译 - 一个快速简单的框架，用于构建和运行分布式应用程序。 Ray与RLlib（可扩展的强化学习库）和Tune（可扩展的超参数调整库）打包在一起。

Python 35.92 k

19 小时前

wandb / wandb

#计算机科学#The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

翻译 - 🔥用于可视化和跟踪机器学习实验的工具。此存储库包含CLI和Python API。

机器学习 experiment-track 深度学习 Keras Tensorflow PyTorch hyperparameter-search reinforcement-learning mlops 数据科学 collaboration hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning model-versioning ml-platform jax 人工智能

Python 9.61 k

1 天前

automl / auto-sklearn

Automated Machine Learning with scikit-learn

翻译 - 使用scikit-learn进行自动化机器学习

automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac

Python 7.76 k

2 个月前

determined-ai / determined

#计算机科学#Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

翻译 - 确定：深度学习培训平台

深度学习机器学习 ml-platform ml-infrastructure hyperparameter-optimization hyperparameter-search distributed-training PyTorch Tensorflow hyperparameter-tuning Kubernetes 数据科学 mlops Keras

Go 3.11 k

2 天前

scikit-optimize / scikit-optimize

#计算机科学#Sequential model-based optimization with a `scipy.optimize` interface

翻译 - 具有`scipy.optimize`接口的基于模型的顺序优化

bayesopt optimization scientific-computing 机器学习 hyperparameter bayesian-optimization binder scikit-learn hyperparameter-optimization hyperparameter-tuning hyperparameter-search sequential-recommendation Hacktoberfest scientific-visualization 可视化

Python 2.76 k

1 年前

DLR-RM / rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl reinforcement-learning stable-baselines openai gym pybullet hyperparameter-optimization hyperparameter-tuning hyperparameter-search optimization sde Robotics lab deep-reinforcement-learning PyTorch

Python 2.28 k

7 天前

araffin / rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rl reinforcement-learning stable-baselines openai-gym openai gym pybullet optimization hyperparameter-optimization hyperparameter-search hyperparameter-tuning

Python 1.16 k

2 年前

automl / SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

bayesian-optimization hyperparameter-optimization hyperparameter-tuning hyperparameter-search configuration automl automated-machine-learning random-forest

Python 1.13 k

7 天前

MIND-Lab / OCTIS

#自然语言处理#OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

topic-modeling evaluation-metrics 自然语言处理 bayesian-optimization hyperparameter-optimization hyperparameter-tuning hyperparameter-search topic-models nlproc nlp-library

Python 749

8 个月前

Neuraxio / Neuraxle

#计算机科学#The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spa...

pipeline pipeline-framework 机器学习深度学习框架 python-library hyperparameter-optimization hyperparameter-tuning hyperparameter-search scikit-learn parallel

Python 610

2 年前

sherpa-ai / sherpa

#计算机科学#Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.

hyperparameter-optimization 深度学习 bayesian-optimization Keras hyperparameter-tuning hyperparameter-search 机器学习

JavaScript 335

4 年前

IBM / lale

#计算机科学#Library for Semi-Automated Data Science

scikit-learn automl automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search Python 人工智能 pipeline-tests pipeline-testing dataquality 数据科学机器学习 interoperability

Python 335

6 个月前

MattKleinsmith / pbt

#计算机科学#Population Based Training (in PyTorch with sqlite3). Status: Unsupported

深度学习 hyperparameter-optimization hyperparameter-tuning hyperparameter-search deepmind

Python 166

7 年前

guillaume-chevalier / Hyperopt-Keras-CNN-CIFAR-100

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

hyperopt hyperparameter-optimization hyperparameter-tuning hyperparameter-search Keras cnn cnn-keras Tensorflow

Python 106

7 年前