Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "evaluation" keyword

Top 1.3% on pypi.org
sacrebleu 2.4.2
Hassle-free computation of shareable, comparable, and reproducible BLEU, chrF, and TER scores
69 versions - Latest release: about 1 month ago - 96 dependent packages - 4,263 dependent repositories - 1.88 million downloads last month - 972 stars on GitHub - 3 maintainers
Top 1.2% on pypi.org
evaluate 0.4.2
HuggingFace community-driven open-source library of evaluation
15 versions - Latest release: 15 days ago - 222 dependent packages - 2,474 dependent repositories - 2.58 million downloads last month - 1,762 stars on GitHub - 3 maintainers
Top 3.1% on pypi.org
langsmith 0.1.58
Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
167 versions - Latest release: 27 minutes ago - 86 dependent packages - 2,234 dependent repositories - 8.17 million downloads last month - 217 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
torch-fidelity 0.3.0
High-fidelity performance metrics for generative models in PyTorch
3 versions - Latest release: almost 3 years ago - 9 dependent packages - 773 dependent repositories - 282 thousand downloads last month - 870 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
motmetrics 1.4.0
Metrics for multiple object tracker benchmarking.
9 versions - Latest release: over 1 year ago - 13 dependent packages - 398 dependent repositories - 127 thousand downloads last month - 1,326 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
simpleeval 0.9.13 💰
A simple, safe single expression evaluator library.
18 versions - Latest release: about 1 year ago - 59 dependent packages - 290 dependent repositories - 1.22 million downloads last month - 424 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
configspace 0.7.2
Creation and manipulation of parameter configuration spaces for automated algorithm configuration...
43 versions - Latest release: 10 months ago - 31 dependent packages - 56 dependent repositories - 108 thousand downloads last month - 186 stars on GitHub - 2 maintainers
Top 2.3% on pypi.org
pycm 0.9.5 💰
Multi-class confusion matrix library in Python
44 versions - Latest release: almost 6 years ago - 4 dependent packages - 50 dependent repositories - 45.4 thousand downloads last month - 1,430 stars on GitHub - 3 maintainers
Top 5.2% on pypi.org
keras-metrics 1.1.0
Metrics for Keras model evaluation
9 versions - Latest release: about 5 years ago - 41 dependent repositories - 2.77 thousand downloads last month - 166 stars on GitHub - 1 maintainer
Top 2.2% on pypi.org
bob 12.0.0
Bob is a free signal-processing and machine learning toolbox originally developed by the Biometri...
49 versions - Latest release: 11 months ago - 12 dependent packages - 38 dependent repositories - 1.61 thousand downloads last month - 8 maintainers
Top 3.3% on pypi.org
pytrec-eval 0.5
Provides Python bindings for popular Information Retrieval measures implemented within trec_eval.
3 versions - Latest release: over 3 years ago - 9 dependent packages - 36 dependent repositories - 104 thousand downloads last month - 249 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
xai 0.1.0
XAI - An industry-ready machine learning library that ensures explainable AI by design
5 versions - Latest release: over 2 years ago - 24 dependent repositories - 309 downloads last month - 1,053 stars on GitHub - 1 maintainer
Top 3.6% on pypi.org
coconut 3.1.0 💰
Simple, elegant, Pythonic functional programming.
41 versions - Latest release: 2 months ago - 3 dependent packages - 22 dependent repositories - 2.81 thousand downloads last month - 3,951 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
evo 1.28.0
Python package for the evaluation of odometry and SLAM
100 versions - Latest release: 6 days ago - 18 dependent repositories - 94.4 thousand downloads last month - 3,023 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
prdc 0.2
Compute precision, recall, density, and coverage metrics for two sets of vectors.
1 version - Latest release: about 4 years ago - 2 dependent packages - 17 dependent repositories - 1.37 thousand downloads last month - 234 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
rliable 1.0.8
rliable: Reliable evaluation on reinforcement learning and machine learning benchmarks.
9 versions - Latest release: almost 2 years ago - 6 dependent packages - 15 dependent repositories - 5.77 thousand downloads last month - 689 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
nf1 0.0.4
NF1: Normalized F1 score for community evaluation against ground truth
2 versions - Latest release: almost 3 years ago - 1 dependent package - 14 dependent repositories - 71.8 thousand downloads last month - 21 stars on GitHub - 1 maintainer
Top 6.0% on pypi.org
smatch 1.0.4
Smatch (semantic match) tool
5 versions - Latest release: almost 4 years ago - 2 dependent packages - 14 dependent repositories - 871 downloads last month - 62 stars on GitHub - 2 maintainers
Top 5.1% on pypi.org
errant 3.0.0
The ERRor ANnotation Toolkit (ERRANT). Automatically extract and classify edits in parallel sente...
19 versions - Latest release: 6 months ago - 13 dependent repositories - 3.08 thousand downloads last month - 402 stars on GitHub - 4 maintainers
Top 8.9% on pypi.org
bcubed 1.5
Simple extended BCubed implementation in Python for clustering evaluation
1 version - Latest release: over 5 years ago - 12 dependent repositories - 567 downloads last month - 46 stars on GitHub - 1 maintainer
omega-index-py3 0.3.2
Omega Index for evaluation of overlapping community structure
3 versions - Latest release: almost 3 years ago - 1 dependent package - 11 dependent repositories - 32 downloads last month - 1 maintainer
Top 5.2% on pypi.org
pytrec-eval-terrier 0.5.6
Provides Python bindings for popular Information Retrieval measures implemented within trec_eval.
6 versions - Latest release: 7 months ago - 1 dependent package - 11 dependent repositories - 31.6 thousand downloads last month - 248 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
avalanche-lib 0.5.0 💰
Avalanche: a Comprehensive Framework for Continual Learning Research
7 versions - Latest release: 3 months ago - 2 dependent packages - 10 dependent repositories - 1.21 thousand downloads last month - 1,680 stars on GitHub - 1 maintainer
Top 6.5% on pypi.org
moverscore 1.0.3
MoverScore: Evaluating text generation with contextualized embeddings and earth mover distance
2 versions - Latest release: about 4 years ago - 10 dependent repositories - 955 downloads last month - 185 stars on GitHub - 1 maintainer
tmtoolkit 0.12.0
Text Mining and Topic Modeling Toolkit
35 versions - Latest release: about 1 year ago - 2 dependent packages - 10 dependent repositories - 2.96 thousand downloads last month - 12 stars on GitHub - 2 maintainers
Top 6.3% on pypi.org
pymia 0.3.2
A Python package for data handling and evaluation in deep learning-based medical image analysis.
10 versions - Latest release: about 2 years ago - 9 dependent repositories - 745 downloads last month - 57 stars on GitHub - 2 maintainers
Top 4.9% on pypi.org
rexmex 0.1.3
A General Purpose Recommender Metrics Library for Fair Evaluation.
19 versions - Latest release: over 1 year ago - 1 dependent package - 9 dependent repositories - 1.85 thousand downloads last month - 275 stars on GitHub - 5 maintainers
Top 4.9% on pypi.org
torcheval 0.0.7
A library for providing a simple interface to create new metrics and an easy-to-use toolkit for m...
7 versions - Latest release: 9 months ago - 25 dependent packages - 8 dependent repositories - 70 thousand downloads last month - 194 stars on GitHub - 1 maintainer
Top 8.5% on pypi.org
hydrotools.nwis-client 3.3.1
A convenient interface to the USGS NWIS Instantaneous Values (IV) REST Service API.
12 versions - Latest release: 12 months ago - 7 dependent repositories - 885 downloads last month - 49 stars on GitHub - 3 maintainers
Top 5.3% on pypi.org
ranx 0.3.19
ranx: A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion
45 versions - Latest release: 6 months ago - 4 dependent packages - 7 dependent repositories - 13.2 thousand downloads last month - 348 stars on GitHub - 1 maintainer
Top 8.0% on pypi.org
pyprg 0.1
Creates the Precision-Recall-Gain curve and calculates the area under the curve
8 versions - Latest release: 8 months ago - 7 dependent repositories - 2.01 thousand downloads last month - 36 stars on GitHub - 1 maintainer
inginious 0.8.7
An intelligent grader that allows secured and automated testing of code made by students.
17 versions - Latest release: about 1 year ago - 7 dependent repositories - 41 downloads last month - 187 stars on GitHub - 2 maintainers
django-estimators 0.2.1
A django model to persist and track machine learning models
3 versions - Latest release: over 7 years ago - 6 dependent repositories - 16 downloads last month - 49 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
tidecv 1.0.1
A General Toolbox for Identifying ObjectDetection Errors
2 versions - Latest release: over 3 years ago - 3 dependent packages - 6 dependent repositories - 2.67 thousand downloads last month - 687 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
evalidate 2.0.2
Validation and secure evaluation of untrusted python expressions
25 versions - Latest release: 10 months ago - 3 dependent packages - 6 dependent repositories - 16.4 thousand downloads last month - 19 stars on GitHub - 1 maintainer
boolexp 0.1
Safe boolean expression evaluator
1 version - Latest release: over 10 years ago - 5 dependent repositories - 27 downloads last month - 1 maintainer
Top 6.5% on pypi.org
table-evaluator 1.6.1
A package to evaluate how close a synthetic data set is to real data.
31 versions - Latest release: 9 months ago - 3 dependent packages - 5 dependent repositories - 1.79 thousand downloads last month - 74 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
verif 1.3.0
A verification program for meteorological forecasts and observations
17 versions - Latest release: 2 months ago - 1 dependent package - 5 dependent repositories - 481 downloads last month - 81 stars on GitHub - 1 maintainer
Top 7.2% on pypi.org
neleval 3.1.1
Command-line evaluation tools for named entity linking and (cross-document) coreference resolution
6 versions - Latest release: about 4 years ago - 2 dependent packages - 5 dependent repositories - 288 downloads last month - 115 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
bob.bio.base 8.0.0
Tools for running biometric recognition experiments
32 versions - Latest release: 11 months ago - 7 dependent packages - 5 dependent repositories - 220 downloads last month - 10 maintainers
Top 7.7% on pypi.org
insight 1.0
A python library for monitoring, comparing and extracting insights from data.
23 versions - Latest release: about 1 month ago - 5 dependent repositories - 6.59 thousand downloads last month - 12 stars on GitHub - 1 maintainer
fstring 1.7.4
Working with strings has never been prettier.
11 versions - Latest release: almost 6 years ago - 5 dependent repositories - 12.5 thousand downloads last month - 8 stars on GitHub - 1 maintainer
inspire 1.0.9
Helper library to participate in the INSPIRE challenge
12 versions - Latest release: about 9 years ago - 4 dependent repositories - 36 downloads last month - 2 stars on GitHub - 2 maintainers
charcut 1.1.1
Character-based MT evaluation and difference highlighting
2 versions - Latest release: over 1 year ago - 2 dependent packages - 4 dependent repositories - 285 downloads last month - 1 stars on GitHub - 1 maintainer
Top 6.6% on pypi.org
fore 0.1.7
fore ai packages
9 versions - Latest release: about 1 month ago - 4 dependent repositories - 79.5 thousand downloads last month - 10 stars on GitHub - 1 maintainer
pyieoe 0.1.1
pyIEOE: a Python package to facilitate interpretable OPE evaluation
2 versions - Latest release: over 2 years ago - 1 dependent package - 4 dependent repositories - 444 downloads last month - 29 stars on GitHub - 1 maintainer
Top 9.9% on pypi.org
django-access 0.1.2b2
Django-Access - the application introducing dynamic evaluation-based instance-level (row-level) a...
20 versions - Latest release: 4 months ago - 1 dependent package - 4 dependent repositories - 666 downloads last month - 76 stars on GitHub - 1 maintainer
cer 1.2.0
Translation Edit Rate on the character level
4 versions - Latest release: over 1 year ago - 4 dependent packages - 4 dependent repositories - 2.25 thousand downloads last month - 1 stars on GitHub - 1 maintainer
jurity 2.0.1
fairness and evaluation library
12 versions - Latest release: 4 months ago - 1 dependent package - 4 dependent repositories - 829 downloads last month - 35 stars on GitHub - 5 maintainers
Top 10.0% on pypi.org
hydrotools.metrics 1.3.3
Variety of standard model evaluation metrics.
10 versions - Latest release: almost 2 years ago - 4 dependent repositories - 847 downloads last month - 49 stars on GitHub - 3 maintainers
Top 8.1% on pypi.org
enoslib 9.2.0
226 versions - Latest release: about 1 month ago - 1 dependent package - 3 dependent repositories - 1.18 thousand downloads last month - 3 maintainers
Top 8.9% on pypi.org
codebleu 0.6.1
Unofficial CodeBLEU implementation that supports Linux, MacOS and Windows available on PyPI.
13 versions - Latest release: about 18 hours ago - 3 dependent repositories - 1.85 thousand downloads last month - 31 stars on GitHub - 1 maintainer
myaml 1.0.1
M(ath)YAML: evaluate math expressions in YAML files.
4 versions - Latest release: over 3 years ago - 1 dependent package - 3 dependent repositories - 43 downloads last month - 2 stars on GitHub - 1 maintainer
pycond 2020.10.10
Lightweight Condition Parsing and Building of Evaluation Expressions
31 versions - Latest release: over 3 years ago - 2 dependent packages - 3 dependent repositories - 556 downloads last month - 23 stars on GitHub - 1 maintainer
oasis 0.1.3
Optimal Asymptotic Sequential Importance Sampling
2 versions - Latest release: almost 3 years ago - 1 dependent package - 3 dependent repositories - 66 downloads last month - 14 stars on GitHub - 1 maintainer
bob.bio.spear 5.0.0
23 versions - Latest release: 11 months ago - 1 dependent package - 3 dependent repositories - 111 downloads last month - 10 maintainers
bob.bio.gmm 4.0.1
Tools for running biometric recognition experiments using GMM-based approximation
20 versions - Latest release: over 2 years ago - 2 dependent repositories - 55 downloads last month - 10 maintainers
channelpack 0.7.0
Callable container of Numpy arrays with support for masking and slicing
4 versions - Latest release: about 3 years ago - 2 dependent repositories - 78 downloads last month - 0 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
agenta 0.14.8
The SDK for agenta is an open-source LLMOps platform.
114 versions - Latest release: 2 days ago - 2 dependent repositories - 3.76 thousand downloads last month - 575 stars on GitHub - 1 maintainer
sila2lib 0.2.5
sila2lib - a SiLA 2 python3 library
4 versions - Latest release: over 3 years ago - 2 dependent repositories - 298 downloads last month - 9 stars on GitLab.com - 2 maintainers
Top 8.8% on pypi.org
coconut-develop 3.1.0.post0.dev11 💰
Simple, elegant, Pythonic functional programming.
655 versions - Latest release: 19 days ago - 2 dependent repositories - 3.58 thousand downloads last month - 3,951 stars on GitHub - 2 maintainers
Top 9.4% on pypi.org
mcdm 1.4
Python implementation of multiple-criteria decision-making algorithms
5 versions - Latest release: almost 2 years ago - 2 dependent packages - 2 dependent repositories - 375 downloads last month - 59 stars on GitHub - 1 maintainer
vision-evaluation 0.2.14
Evaluation metric codes for various vision tasks.
25 versions - Latest release: about 1 year ago - 2 dependent repositories - 288 downloads last month - 34 stars on GitHub - 2 maintainers
assembled 0.0.4
Efficiently Benchmarking Ensembles in AutoML
4 versions - Latest release: about 1 year ago - 2 dependent repositories - 50 downloads last month - 3 stars on GitHub - 1 maintainer
ward-metrics 0.9.5
Tools for event-based evaluation for activity recognition problems.
6 versions - Latest release: about 6 years ago - 2 dependent repositories - 15 downloads last month - 6 stars on GitHub - 1 maintainer
Top 7.9% on pypi.org
jury 2.2.4
Evaluation toolkit for neural language generation.
22 versions - Latest release: 11 months ago - 1 dependent package - 2 dependent repositories - 604 downloads last month - 178 stars on GitHub - 1 maintainer
bob.bio.face 8.0.0
Tools for running face recognition experiments
24 versions - Latest release: 11 months ago - 3 dependent packages - 2 dependent repositories - 56 downloads last month - 10 maintainers
evo-1 1.1.2
Python package for the evaluation of odometry and SLAM
1 version - Latest release: over 5 years ago - 2 dependent repositories - 24 downloads last month - 2 stars on GitHub - 1 maintainer
audmetric 1.2.1
Evaluate machine-learning models
11 versions - Latest release: 3 months ago - 2 dependent packages - 2 dependent repositories - 1.56 thousand downloads last month - 1 stars on GitHub - 1 maintainer
lusmu 0.2
A lazy/forced evaluation library
1 version - Latest release: over 10 years ago - 2 dependent repositories - 6 downloads last month - 52 stars on GitHub - 1 maintainer
naeval 0.2.0
Comparing quality and performance of NLP systems for Russian language
1 version - Latest release: about 4 years ago - 2 dependent repositories - 15 downloads last month - 44 stars on GitHub - 1 maintainer
embedeval 1.0.4 💰
NLP Embeddings Evaluation Tool
7 versions - Latest release: over 4 years ago - 1 dependent repositories - 27 downloads last month - 4 stars on GitHub - 1 maintainer
take-ai-evaluation 0.2.3
Metrics and visualizations for evaluating chatbot's AI utilization.
5 versions - Latest release: almost 3 years ago - 1 dependent repositories - 37 downloads last month - 1 maintainer
spreadscript 0.0.3
spreadscript: Use a spreadsheet as a function.
3 versions - Latest release: about 6 years ago - 1 dependent repositories - 13 downloads last month - 1 stars on GitHub - 1 maintainer
coreference-eval 0.0.2
Common metrics and evaluation tools for coreference chains (jsonline format)
2 versions - Latest release: over 1 year ago - 1 dependent repositories - 85 downloads last month - 4 stars on GitHub - 1 maintainer
compare-qrels 0.0.3
Qualitatively compare the qrels results of two IR systems.
1 version - Latest release: over 2 years ago - 1 dependent repositories - 6 downloads last month - 0 stars on GitHub - 1 maintainer
nubia-score 0.1.5
NUBIA (NeUral Based Interchangeability Assessor) is a SoTA evaluation metric for text generation
6 versions - Latest release: about 3 years ago - 1 dependent repositories - 68 downloads last month - 51 stars on GitHub - 1 maintainer
conff 0.5.0
Simple config parser with evaluator library.
4 versions - Latest release: almost 6 years ago - 1 dependent repositories - 20 downloads last month - 21 stars on GitHub - 1 maintainer
django-access-select2 0.0.1b1
Django-Access-Select2 - the application providing a default filtering for the Django-Select2 pack...
1 version - Latest release: over 6 years ago - 1 dependent repositories - 21 downloads last month - 3 stars on GitHub - 1 maintainer
sacrebleu-macrof 2.0.1
Hassle-free computation of shareable, comparable, and reproducible BLEU, chrF, and TER scores
1 version - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 29 downloads last month - 907 stars on GitHub - 1 maintainer
evaluation-framework 1.3
Evaluation Framework for testing and comparing graph embedding techniques
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 19 downloads last month - 10 stars on GitHub - 1 maintainer
evalmate 0.3.0
Evalmate is a set of tools for evaluating audio related machine learning tasks.
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 35 downloads last month - 3 stars on GitHub - 1 maintainer
tsmetrics 0.1.0
Evaluation metrics for time series analysis
1 version - Latest release: over 6 years ago - 1 dependent repositories - 3 downloads last month - 4 stars on GitHub - 1 maintainer
caserecommender 1.1.1
A recommender systems framework for Python
39 versions - Latest release: over 2 years ago - 1 dependent repositories - 184 downloads last month - 454 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
acconeer-exptool 7.10.0
Acconeer Exploration Tool
83 versions - Latest release: 22 days ago - 1 dependent repositories - 1.79 thousand downloads last month - 155 stars on GitHub - 4 maintainers
panoptica 0.6.5
Panoptic Quality (PQ) computation for binary masks.
53 versions - Latest release: 27 days ago - 1 dependent repositories - 324 downloads last month - 12 stars on GitHub - 1 maintainer
evalne 0.4.0
Open Source Network Embedding Evaluation toolkit
4 versions - Latest release: almost 2 years ago - 1 dependent repositories - 11 downloads last month - 102 stars on GitHub - 1 maintainer
ddplt 0.0.2
A package with code from my ML projects that has a potential of being reusable
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 18 downloads last month - 0 stars on GitHub - 1 maintainer
python-grid5000 1.2.4
A python wrapper for the GitLab API.
45 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 416 downloads last month - 2,162 stars on GitHub - 2 maintainers
topic999 1.0.1.dev1
Topic Model User Evaluation
1 version - Latest release: almost 7 years ago - 1 dependent repositories - 11 downloads last month - 1 maintainer
Top 8.2% on pypi.org
torcheval-nightly 2024.5.15
A library for providing a simple interface to create new metrics and an easy-to-use toolkit for m...
481 versions - Latest release: about 3 hours ago - 2 dependent packages - 1 dependent repositories - 9.82 thousand downloads last month - 156 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
uptrain 0.7.0
UpTrain - tool to evaluate LLM applications on aspects like factual accuracy, response quality, r...
48 versions - Latest release: 12 days ago - 2 dependent packages - 1 dependent repositories - 5.39 thousand downloads last month - 2,015 stars on GitHub - 2 maintainers
gradgpad 2.1.0
gradgpad
12 versions - Latest release: over 1 year ago - 1 dependent repositories - 85 downloads last month - 13 stars on GitHub - 1 maintainer
costra 1.0
Tool for automatic evaluation of Czech sentence embeddings using Costra 1.1 dataset
1 version - Latest release: over 3 years ago - 1 dependent repositories - 20 downloads last month - 0 stars on GitHub - 1 maintainer
smeval 0.1.2
ShanMa Eval Toolbox
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 19 downloads last month - 1 maintainer
uval 0.1.7
This python package is meant to provide a high level interface to facilitate the evaluation of ob...
2 versions - Latest release: about 2 years ago - 1 dependent repositories - 24 downloads last month - 1 stars on GitLab.com - 3 maintainers
zenoml 0.6.4
Interactive Evaluation Framework for Machine Learning
51 versions - Latest release: 10 months ago - 1 dependent package - 1 dependent repositories - 577 downloads last month - 208 stars on GitHub - 1 maintainer
prediction-evaluation 0.0.1
evaluation of prediction of binary, multiclass and regression
2 versions - Latest release: over 5 years ago - 1 dependent repositories - 21 downloads last month - 1 maintainer
chevy 0.2.2
Chess position Evaluation via hand-crafted features
5 versions - Latest release: almost 2 years ago - 1 dependent repositories - 54 downloads last month - 1 stars on GitHub - 1 maintainer
boridge 0.1.10
A library of functions for selecting features using bootstrapped ridge regression
10 versions - Latest release: about 4 years ago - 1 dependent repositories - 96 downloads last month - 1 stars on GitHub - 1 maintainer