EvalAI
evaluate
| EvalAI | evaluate | |
|---|---|---|
| 4 | 3 | |
| 1,688 | 1,819 | |
| 1.5% | 3.0% | |
| 8.9 | 6.1 | |
| 8 days ago | 3 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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.
EvalAI
-
Hacker News top posts: Jun 25, 2021
EvalAI: An Open-Source Alternative to Kaggle\ (16 comments)
-
EvalAI: An Open-Source Alternative to Kaggle
I agree that the comparison to Kaggle is a bit old and we have removed it (https://github.com/Cloud-CV/EvalAI/pull/3502). :-)
evaluate
- [D] The MMSegmentation library from OpenMMLab appears to return the wrong results when computing basic image segmentation metrics such as the Jaccard index (IoU - intersection-over-union). It appears to compute recall (sensitivity) instead of IoU, which artificially inflates the performance metrics.
- [P] Releasing 🤗 Evaluate - an evaluation library for ML
- HuggingFace/evaluate: A library for easily evaluating ML models and datasets
What are some alternatives?
GPBoost - Combining tree-boosting with Gaussian process and mixed effects models
torch-fidelity - High-fidelity performance metrics for generative models in PyTorch
StratosphereLinuxIPS - Slips, a free software behavioral Python intrusion prevention system (IDS/IPS) that uses machine learning to detect malicious behaviors in the network traffic. Stratosphere Laboratory, AIC, FEL, CVUT in Prague.
datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Lars-Ulrich-Challenge - Algorithmic and AI MIDI Drums Generator Implementation
avalanche - Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
semantic-kitti-api - SemanticKITTI API for visualizing dataset, processing data, and evaluating results.
pycm - Multi-class confusion matrix library in Python
django-ai - Artificial Intelligence for Django
rexmex - A general purpose recommender metrics library for fair evaluation.