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The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
🦉 Data Versioning and ML Experiments
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Build, Manage and Deploy AI/ML Systems
Tool for real-time visualization, monitoring and collaborative analysis of AI/ML experiments and live data. Supports Python, PyTorch/Torch, NumPy, TensorFlow/Keras https://visdom.dev
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
TensorFlow's Visualization Toolkit
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
AI Infra / AI Orchestration / AI Control Plane
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
Hyperparameter Experiments with TensorFlow and Keras