guildai VS labml

Compare guildai vs labml and see what are their differences.

guildai

Experiment tracking, ML developer tools (by guildai)
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guildai labml
16 23
855 1,811
1.1% 2.2%
8.8 9.8
8 months ago 8 days ago
Python Jupyter Notebook
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

guildai

Posts with mentions or reviews of guildai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-05.

labml

Posts with mentions or reviews of labml. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-07.

What are some alternatives?

When comparing guildai and labml you can also consider the following projects:

MLflow - Open source platform for the machine learning lifecycle

aim - Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

nn - 🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

dvc - 🦉 ML Experiments and Data Management with Git

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Sacred - Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

tune-sklearn - A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.

tensorboard - TensorFlow's Visualization Toolkit

Practical_RL - A course in reinforcement learning in the wild

MIRNet-TFJS - TensorFlow JS models for MIRNet for low-light💡 image enhancement