Prometheus instrumentation library for Python applications
- instrumentation
- python
- prometheus
- metrics
Repository Index
81,588 visible repositories in the index
25–48 of 106 · Most stars
Python package for the evaluation of odometry and SLAM
- slam
- odometry
- evaluation
- metrics
LPIPS metric. pip install lpips
- deep-learning
- deep-neural-networks
- perceptual
- perceptual-metric
[ECCV 2024] Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance
- human-animation
- video-generation
- image-animatioln
Rapid fuzzy string matching in Python using various string metrics
- string-matching
- string-similarity
- string-comparison
- levenshtein
This GitHub action helps to add cool dev metrics to your github profile Readme
- awesome
- profile-readme
- wakatime
- profile
MapAnything: Universal Feed-Forward Metric 3D Reconstruction
- 3d-reconstruction
- ai
- calibration
- depth-completion
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
- point-cloud
- deep-learning
- classification
- segmentation
pySLAM is a hybrid Python/C++ Visual SLAM pipeline supporting monocular, stereo, and RGB-D cameras. It provides a broad set of modern local and global feature extractors, multiple loop-closure strategies, a volumetric reconstruction module, integrated depth-prediction models, and semantic segmentation capabilities for enhanced scene understanding.
- 3d-reconstruction
- depth-prediction
- feature-matching
- global-features
Accelerated deep learning R&D
[SIGGRAPH'24] 2D Gaussian Splatting for Geometrically Accurate Radiance Fields
- novel-view-synthesis
- surface-reconstruction
- gaussian-splatting
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
- computer-science
- ranking
- computer-science-rankings
- faculty
StellarGraph - Machine Learning on Graphs
- graphs
- machine-learning
- machine-learning-algorithms
- graph-convolutional-networks
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
- pytorch
- graph-neural-networks
- temporal-networks
- temporal-graphs
mean Average Precision - This code evaluates the performance of your neural net for object recognition.
- machine-learning
- pascal-voc
- average-precision
- ground-truth
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
- ai
- fairness-ai
- fairness
- fairness-testing
OpenTelemetry Python API and SDK
- python
- opentelemetry
- tracecontext
- correlationcontext
Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
- evaluation
- evaluation-framework
- evaluation-metrics
- huggingface
Sverchok is Node-based visual programming for parametric 3D modeling and computational geometry in Blender
- blender
- blender-addon
- blender-python
- blender3d
Machine learning metrics for distributed, scalable PyTorch applications.
- python
- data-science
- machine-learning
- pytorch
Beautiful visualizations of how language differs among document types.
- nlp
- d3
- word-embeddings
- machine-learning
The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and "Metric3Dv2: A Versatile Monocular Geometric Foundation Model..."
- 3d-reconstruction
- 3d-scenes
- monocular-depth
- monocular-depth-estimation
ViPE: Video Pose Engine for Geometric 3D Perception
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
- continual-learning
- deep-learning
- pytorch
- lifelong-learning