Alternatives and similar repositories for awesome-ml-experiment-management:

Users that are interested in awesome-ml-experiment-management are comparing it to the libraries listed below

• aimhubio / aimlflow
  aim-mlflow integration
  ☆202Updated last year
• mit-ll-responsible-ai / hydra-zen
  Create powerful Hydra applications without the yaml files and boilerplate code.
  ☆360Updated last week
• Yard1 / ray-skorch
  Distributed skorch on Ray Train
  ☆57Updated 2 years ago
• automl / amltk
  A build-it-yourself AutoML Framework
  ☆69Updated 3 months ago
• wandb / server
  W&B Server is the self hosted version of Weights & Biases
  ☆268Updated 2 weeks ago
• Lightning-AI / utilities
  Common Python utilities and GitHub Actions in Lightning Ecosystem
  ☆52Updated this week
• zeno-ml / zeno
  AI Data Management & Evaluation Platform
  ☆215Updated last year
• orobix / quadra
  Quadra: Effortless and reproducible deep learning workflows with configuration files.
  ☆48Updated 2 weeks ago
• pytorch-labs / torchfix
  TorchFix - a linter for PyTorch-using code with autofix support
  ☆129Updated last week
• belerico / lightning-rl
  ☆16Updated 2 years ago
• inria-thoth / mlxp
  A framework for conducting machine learning experiments in python
  ☆38Updated 2 months ago
• merantix-momentum / squirrel-core
  A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way
  ☆281Updated 3 weeks ago
• TorchDrift / TorchDrift
  Drift Detection for your PyTorch Models
  ☆315Updated 2 years ago
• fidelity / spock
  spock is a framework that helps manage complex parameter configurations during research and development of Python applications
  ☆128Updated last year
• pytorch / torcheval
  A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…
  ☆226Updated last month
• lf1-io / padl
  Functional deep learning
  ☆108Updated 2 years ago
• chauff / paper-note-filler
  Obsidian plugin to automatically create a note from arXiv.org, acl anthology and semantic scholar.
  ☆39Updated 3 months ago
• Modalities / modalities
  Modalities, a PyTorch-native framework for distributed and reproducible foundation model training.
  ☆68Updated this week
• captain-pool / hydra-wandb-sweeper
  WandB sweeps integration with Hydra sweeper
  ☆47Updated last year
• jxbz / agd
  Automatic gradient descent
  ☆207Updated last year
• j3soon / tbparse
  Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow
  ☆191Updated 6 months ago
• jacobgil / confidenceinterval
  The long missing library for python confidence intervals
  ☆136Updated 8 months ago
• optuna / optuna-dashboard
  Real-time Web Dashboard for Optuna.
  ☆567Updated this week
• paletteml / mlsync
  Sync your ML data with your favorite productivity tools!
  ☆72Updated 2 years ago
• NVIDIA-Merlin / dataloader
  The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX
  ☆414Updated 10 months ago
• skops-dev / skops
  skops is a Python library helping you share your scikit-learn based models and put them in production
  ☆465Updated this week
• automl / DeepCAVE
  An interactive framework to visualize and analyze your AutoML process in real-time.
  ☆81Updated last week
• google / space
  Unified storage framework for the entire machine learning lifecycle
  ☆155Updated 11 months ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆124Updated last year
• iterative / dvclive
  📈 Log and track ML metrics, parameters, models with Git and/or DVC
  ☆169Updated last week