traceml
ML tracking framework
A software framework for tracking and analyzing machine learning data, including model performance, inputs, outputs, and project metadata.
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
510 stars
14 watching
43 forks
Language: Python
last commit: about 2 months ago
Linked from 1 awesome list
daskdata-explorationdata-profilingdata-qualitydata-quality-checksdata-sciencedata-visualizationdataframesdataopsexplainable-aimatplotlibmlopspandaspandas-summaryplotlypytorchsparkstatisticstensorflowtracking
Related projects:
Repository | Description | Stars |
---|---|---|
polyaxon/polyaxon | A platform for managing and orchestrating the machine learning lifecycle | 3,581 |
martin-danelljan/eco | A Matlab implementation of a real-time tracker using convolutional neural networks for object tracking in visual environments. | 612 |
replicate/keepsake | A tool for version control of machine learning experiments | 1,649 |
rlworkgroup/dowel | A tool for logging and tracking machine learning research progress in Python | 32 |
google/paxml | A framework for configuring and running machine learning experiments on top of Jax. | 461 |
truera/trulens | A tool to evaluate and track the performance of large language model (LLM) experiments | 2,233 |
a3data/hermione | A framework for simplifying machine learning development and deployment | 207 |
microsoft/0xdeca10b | A framework for hosting and training machine learning models on a blockchain, enabling secure sharing and prediction without requiring users to pay for data or model updates. | 559 |
ayush1997/visualize_ml | A Python package for data analysis and visualization in machine learning | 198 |
google/praxis | A library designed to be usable by other JAX-based ML projects, providing optimized layers for machine learning at scale. | 178 |
sglvladi/trackingx | A MATLAB toolkit for multi-target tracking algorithms providing a common framework for prototyping and evaluation. | 96 |
xinshuoweng/ab3dmot | An implementation of a real-time 3D multi-object tracking system using off-the-shelf detectors and Kalman filters. | 1,690 |
cdipaolo/goml | A Go library that provides an online machine learning framework with various algorithms and models | 1,574 |
tensorflow/tensorflow | An end-to-end platform for building and deploying machine learning applications | 186,822 |
erfanzar/easydel | A framework for training and serving machine learning models using JAX, with a focus on flexibility and customization. | 212 |