guildai

Experiment management tool

Automates and optimizes machine learning experiments to capture run results and improve models

Experiment tracking, ML developer tools

GitHub

872 stars
14 watching
85 forks
Language: Python
last commit: over 2 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
allenai/tango A software framework for organizing and running machine learning experiments with Python. 533
lge-arc-advancedai/auptimizer Automates model building and deployment process by optimizing hyperparameters and compressing models for edge computing. 200
ethicalml/xai An eXplainability toolbox for machine learning that enables data analysis and model evaluation to mitigate biases and improve performance 1,135
neptune-ai/neptune-client An experiment tracker for machine learning model training that allows users to log and visualize their experiments in detail. 590
firmai/machine-learning-asset-management A collection of machine learning models and techniques for portfolio optimization and trading strategy development in asset management. 1,694
semiotic-ai/autoagora Automates cost modeling and optimization for indexers in blockchain networks using reinforcement learning and GraphQL APIs. 11
openai/finetune-transformer-lm This project provides code and model for improving language understanding through generative pre-training using a transformer-based architecture. 2,167
jshilong/gpt4roi Training and deploying large language models on computer vision tasks using region-of-interest inputs 517
openai/lm-human-preferences Training methods and tools for fine-tuning language models using human preferences 1,240
deepkit/deepkit-ml An open-source machine learning development and training suite with tools for executing, tracking, and debugging experiments. 367
google-deepmind/functa A repository containing code for a meta-learning experiment on image datasets 150
kenza-ai/sagify Simplifies machine learning workflows on AWS SageMaker by providing a unified interface to leverage large language models 436
sheffieldml/gpmat A Matlab toolbox providing implementations of Gaussian processes and other machine learning tools. 135
alephbet/gimel An A/B testing backend built using AWS Lambda and Redis HyperLogLog to efficiently track experiment data in a scalable and cost-effective manner. 227
allenai/olmo-eval A framework for evaluating language models on NLP tasks 326