Topic: "evaluation-metrics"
confident-ai/deepeval
The LLM Evaluation Framework
Language: Python - Size: 78 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 6,185 - Forks: 536
AgentOps-AI/agentops
Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including OpenAI Agents SDK, CrewAI, Langchain, Autogen, AG2, and CamelAI
Language: Python - Size: 144 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 4,352 - Forks: 388
datawhalechina/tiny-universe
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
Language: Jupyter Notebook - Size: 19.9 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2,791 - Forks: 288
xinshuoweng/AB3DMOT
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
Language: Python - Size: 181 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 1,729 - Forks: 406
huggingface/lighteval
Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
Language: Python - Size: 4.84 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1,493 - Forks: 234
huggingface/evaluation-guidebook
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
Language: Jupyter Notebook - Size: 1.01 MB - Last synced at: about 19 hours ago - Pushed at: 4 months ago - Stars: 1,330 - Forks: 81
MIND-Lab/OCTIS
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
Language: Python - Size: 168 MB - Last synced at: 12 days ago - Pushed at: 10 months ago - Stars: 758 - Forks: 111
jitsi/jiwer
Evaluate your speech-to-text system with similarity measures such as word error rate (WER)
Language: Python - Size: 1.68 MB - Last synced at: about 23 hours ago - Pushed at: 3 months ago - Stars: 722 - Forks: 103
google-research/rliable
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: 11 months ago - Pushed at: 12 months ago - Stars: 708 - Forks: 42
nekhtiari/image-similarity-measures
:chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.
Language: Python - Size: 1.1 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 610 - Forks: 70
Unbabel/COMET
A Neural Framework for MT Evaluation
Language: Python - Size: 9.72 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 585 - Forks: 88
AmenRa/ranx
⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍
Language: Python - Size: 34.6 MB - Last synced at: 1 day ago - Pushed at: 10 months ago - Stars: 546 - Forks: 28
proycon/pynlpl
PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model. There are also more complex data types and algorithms. Moreover, there are parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL). There are also clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).
Language: Python - Size: 12.8 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 477 - Forks: 67
relari-ai/continuous-eval
Data-Driven Evaluation for LLM-Powered Applications
Language: Python - Size: 1.7 MB - Last synced at: 6 months ago - Pushed at: 8 months ago - Stars: 446 - Forks: 29
v-iashin/SpecVQGAN
Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)
Language: Jupyter Notebook - Size: 163 MB - Last synced at: 30 days ago - Pushed at: 10 months ago - Stars: 360 - Forks: 39
JokerJohn/Cloud_Map_Evaluation
[RAL' 2025] MapEval: Towards Unified, Robust and Efficient SLAM Map Evaluation Framework.
Language: C++ - Size: 42.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 355 - Forks: 27
TonicAI/tonic_validate
Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.
Language: Python - Size: 6.19 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 297 - Forks: 30
salesforce/factCC
Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper
Language: Python - Size: 43.9 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 292 - Forks: 30
ziqihuangg/Awesome-Evaluation-of-Visual-Generation
A list of works on evaluation of visual generation models, including evaluation metrics, models, and systems
Size: 2.78 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 284 - Forks: 17
athina-ai/athina-evals
Python SDK for running evaluations on LLM generated responses
Language: Python - Size: 1.82 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 277 - Forks: 17
FuxiaoLiu/LRV-Instruction
[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
Language: Python - Size: 23.9 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 276 - Forks: 13
clovaai/generative-evaluation-prdc
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
Language: Python - Size: 290 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 255 - Forks: 28
bheinzerling/pyrouge
A Python wrapper for the ROUGE summarization evaluation package
Language: Python - Size: 120 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 251 - Forks: 71
aws-samples/foundation-model-benchmarking-tool
Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stack options.
Language: Jupyter Notebook - Size: 95.9 MB - Last synced at: 9 days ago - Pushed at: 27 days ago - Stars: 239 - Forks: 43
davidsbatista/NER-Evaluation
An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity
Language: Python - Size: 85.9 KB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 217 - Forks: 48
IBM/unitxt
🦄 Unitxt is a Python library for enterprise-grade evaluation of AI performance, offering the world's largest catalog of tools and data for end-to-end AI benchmarking
Language: Python - Size: 95.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 191 - Forks: 52
clovaai/CLEval
CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks
Language: Python - Size: 2.52 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 185 - Forks: 29
wenhao728/awesome-diffusion-v2v
Awesome diffusion Video-to-Video (V2V). A collection of paper on diffusion model-based video editing, aka. video-to-video (V2V) translation. And a video editing benchmark code.
Language: Python - Size: 443 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 180 - Forks: 7
MantisAI/nervaluate
Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13
Language: Python - Size: 283 KB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 176 - Forks: 22
lartpang/PySODEvalToolkit
PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection
Language: Python - Size: 309 KB - Last synced at: 23 days ago - Pushed at: 7 months ago - Stars: 176 - Forks: 21
sharmaroshan/Twitter-Sentiment-Analysis
It is a Natural Language Processing Problem where Sentiment Analysis is done by Classifying the Positive tweets from negative tweets by machine learning models for classification, text mining, text analysis, data analysis and data visualization
Language: Jupyter Notebook - Size: 2.77 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 168 - Forks: 114
tagucci/pythonrouge
Python wrapper for evaluating summarization quality by ROUGE package
Language: Perl - Size: 350 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 166 - Forks: 33
vectara/open-rag-eval
Open source RAG evaluation package
Language: Python - Size: 1.32 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 144 - Forks: 9
feralvam/easse
Easier Automatic Sentence Simplification Evaluation
Language: Roff - Size: 32.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 143 - Forks: 36
om-ai-lab/VL-CheckList
Evaluating Vision & Language Pretraining Models with Objects, Attributes and Relations. [EMNLP 2022]
Language: Python - Size: 26.6 MB - Last synced at: 19 days ago - Pushed at: 7 months ago - Stars: 129 - Forks: 5
fakufaku/fast_bss_eval
A fast implementation of bss_eval metrics for blind source separation
Language: Python - Size: 1.11 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 126 - Forks: 8
HKUSTDial/NL2SQL360
Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)
Language: Python - Size: 8.61 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 114 - Forks: 10
songweige/content-debiased-fvd
[CVPR 2024] On the Content Bias in Fréchet Video Distance
Language: Python - Size: 53.7 KB - Last synced at: 24 days ago - Pushed at: 7 months ago - Stars: 107 - Forks: 8
YuanXinCherry/Person-reID-Evaluation
GOM：New Metric for Re-identification. 👉GOM explicitly balances the effect of performing retrieval and verification into a single unified metric.
Language: Python - Size: 5.53 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 105 - Forks: 17
tohinz/semantic-object-accuracy-for-generative-text-to-image-synthesis
Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)
Language: Python - Size: 7.06 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 105 - Forks: 23
LAIT-CVLab/TopPR
NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code
Language: Python - Size: 84.9 MB - Last synced at: 23 days ago - Pushed at: 10 months ago - Stars: 103 - Forks: 5
MiXaiLL76/faster_coco_eval
Continuation of an abandoned project fast-coco-eval
Language: Python - Size: 8.28 MB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 100 - Forks: 7
Muhtasham/summarization-eval
📝 Reference-Free automatic summarization evaluation with potential hallucination detection
Language: Python - Size: 504 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 100 - Forks: 8
tanyuqian/ctc-gen-eval
EMNLP 2021 - CTC: A Unified Framework for Evaluating Natural Language Generation
Language: Python - Size: 52.9 MB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 96 - Forks: 11
k4black/codebleu
Pip compatible CodeBLEU metric implementation available for linux/macos/win
Language: Python - Size: 1.27 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 88 - Forks: 19
hpclab/rankeval
Official repository of RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.
Language: Python - Size: 7.73 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 88 - Forks: 11
msmsajjadi/precision-recall-distributions
Assessing Generative Models via Precision and Recall (official repository)
Language: Python - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 86 - Forks: 11
richardaecn/cvpr18-caption-eval
Learning to Evaluate Image Captioning. CVPR 2018
Language: Python - Size: 6.11 MB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 84 - Forks: 11
nick7nlp/Counting-Stars
Counting-Stars (★)
Language: Jupyter Notebook - Size: 120 MB - Last synced at: 1 day ago - Pushed at: 8 months ago - Stars: 82 - Forks: 2
Coldmist-Lu/ErrorAnalysis_Prompt
:gift:[ChatGPT4MTevaluation] ErrorAnalysis Prompt for MT Evaluation in ChatGPT
Language: Python - Size: 6.41 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 75 - Forks: 3
thieu1995/permetrics
Artificial intelligence (AI, ML, DL) performance metrics implemented in Python
Language: Python - Size: 2.36 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 73 - Forks: 18
evalkit/evalkit
The TypeScript LLM Evaluation Library
Language: TypeScript - Size: 544 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 71 - Forks: 1
jantrienes/nereval
Evaluation script for named entity recognition (NER) systems based on entity-level F1 score.
Language: Python - Size: 22.5 KB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 70 - Forks: 8
hyeonsangjeon/computing-Korean-STT-error-rates
STT 한글 문장 인식기 출력 스크립트의 외자 오류율(CER), 단어 오류율(WER)을 계산하는 Python 함수 패키지
Language: Python - Size: 108 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 63 - Forks: 10
microsoft/Data-Discovery-Toolkit 📦
A data discovery and manipulation toolset for unstructured data
Language: Jupyter Notebook - Size: 89.2 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 54 - Forks: 12
kolenaIO/kolena
Python client for Kolena's machine learning testing platform
Language: Python - Size: 75.4 MB - Last synced at: about 20 hours ago - Pushed at: 20 days ago - Stars: 48 - Forks: 5
silviatti/topic-model-diversity
A collection of topic diversity measures for topic modeling
Language: Python - Size: 30.3 KB - Last synced at: 5 days ago - Pushed at: almost 4 years ago - Stars: 45 - Forks: 5
slSeanWU/MusDr
Evaluation metrics for machine-composed symbolic music. Paper: "The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-Composed Music through Quantitative Measures", ISMIR 2020
Language: Python - Size: 7.12 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 6
thu-coai/OpenMEVA
Benchmark for evaluating open-ended generation
Language: Python - Size: 7.59 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 44 - Forks: 7
golsun/NLP-tools
Useful python NLP tools (evaluation, GUI interface, tokenization)
Language: Python - Size: 207 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 44 - Forks: 9
Striveworks/valor
Valor is a lightweight, numpy-based library designed for fast and seamless evaluation of machine learning models.
Language: Python - Size: 33.8 MB - Last synced at: about 19 hours ago - Pushed at: 24 days ago - Stars: 38 - Forks: 4
CMU-TBD/SocNavBench
A Grounded Simulation Testing Framework for Evaluating Social Navigation: https://arxiv.org/abs/2103.00047
Language: Python - Size: 37.3 MB - Last synced at: 2 days ago - Pushed at: about 3 years ago - Stars: 38 - Forks: 8
sharmaroshan/Insurance-Claim-Prediction
In this Data set we are Predicting the Insurance Claim by each user, Machine Learning algorithms for Regression analysis are used and Data Visualization are also performed to support Analysis.
Language: Jupyter Notebook - Size: 566 KB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 37 - Forks: 42
orchardbirds/bokbokbok
Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM
Language: Python - Size: 574 KB - Last synced at: 16 days ago - Pushed at: 24 days ago - Stars: 36 - Forks: 7
cowjen01/repsys
Framework for Interactive Evaluation of Recommender Systems
Language: JavaScript - Size: 12.5 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 5
yg211/summary-reward-no-reference
A reference-free metric for measuring summary quality, learned from human ratings.
Language: Python - Size: 59.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 4
swapUniba/ClayRS
Complexly represent contents, build recommender systems, evaluate them. All in one place!
Language: Python - Size: 32.5 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 5
shi-ang/SurvivalEVAL
The most comprehensive Python package for evaluating survival analysis models.
Language: Python - Size: 3.45 MB - Last synced at: 17 days ago - Pushed at: about 2 months ago - Stars: 34 - Forks: 5
VinAIResearch/tise-toolbox
TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation (ECCV 2022)
Language: Python - Size: 302 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 34 - Forks: 2
webis-de/summary-workbench
Framework for unified summarisation and evaluation of English documents using state-of-the-art models and measures.
Language: Python - Size: 81.2 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 32 - Forks: 7
SeleenaJM/CapEval
An image-oriented evaluation tool for image captioning systems (EMNLP-IJCNLP 2019)
Language: Python - Size: 267 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 32 - Forks: 5
huster-wgm/Pytorch-metrics
Implementation of Evaluation Metrics for Pytorch
Language: Python - Size: 67.4 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 31 - Forks: 9
bdusell/rougescore
Python implementation of ROUGE
Language: Python - Size: 5.86 KB - Last synced at: 29 days ago - Pushed at: over 7 years ago - Stars: 31 - Forks: 8
waltonfuture/Diff-eRank
[NeurIPS 2024] A Novel Rank-Based Metric for Evaluating Large Language Models
Language: Python - Size: 39.1 KB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 30 - Forks: 2
encord-team/text-to-image-eval
Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN accuracy.
Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 30 - Forks: 0
hpotechius/ColorTransferLib
A collection of algorithms for color transfer, style transfer, and colorization, complemented by objective evaluation metrics for quantitative assessment.
Language: Python - Size: 203 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 29 - Forks: 1
WanzhengZhu/GRUEN
GRUEN for Evaluating Linguistic Quality of Generated Text (EMNLP 2020 Findings)
Language: Python - Size: 126 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 28 - Forks: 13
Aldenhovel/bleu-rouge-meteor-cider-spice-eval4imagecaption
Evaluation tools for image captioning. Including BLEU, ROUGE-L, CIDEr, METEOR, SPICE scores.
Language: Python - Size: 86.8 MB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 2
zyjwuyan/SOD_Evaluation_Metrics
A more complete python version (GPU) of the evaluation for salient object detection (with S-measure, Fbw measure, MAE, max/mean/adaptive F-measure, max/mean/adaptive E-measure, PRcurve and F-measure curve)
Language: Python - Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 27 - Forks: 7
sharmaroshan/Big-Mart-Sales-Prediction
Using Machine Learning Algorithms for Regression Analysis to predict the sales pattern and Using Data Analysis and Data Visualizations to Support it.
Language: Jupyter Notebook - Size: 648 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 27 - Forks: 10
pro2nit/STREAM
official implementation of 'STREAM : Spatio-TempoRal Evaluation and Analysis Metric for Video Generative Models'
Language: Python - Size: 234 KB - Last synced at: 15 days ago - Pushed at: 10 months ago - Stars: 26 - Forks: 2
minar09/bfscore_python
Boundary F1 Score - Python Implementation
Language: Python - Size: 112 KB - Last synced at: 28 days ago - Pushed at: over 4 years ago - Stars: 26 - Forks: 10
ansarifaisal12/Agent_Mont
Comprehensive metrics, insights, and visualization for Phidata and Crew AI applications
Language: Python - Size: 36.1 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 25 - Forks: 8
npurson/fid-metrics
A toolkit for computing Fréchet Inception Distance (FID) & Fréchet Video Distance (FVD) metrics.
Language: Python - Size: 23.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 25 - Forks: 7
kamo-naoyuki/pySIIB
A python implementation of Speech intelligibility in bits (SIIB)
Language: C - Size: 4.27 MB - Last synced at: 27 days ago - Pushed at: about 3 years ago - Stars: 24 - Forks: 7
adityajn105/MLfromScratch
Library for machine learning where all algorithms are implemented from scratch. Used only numpy.
Language: Python - Size: 127 KB - Last synced at: 26 days ago - Pushed at: 7 months ago - Stars: 23 - Forks: 8
thu-coai/CTRLEval
Codes for our paper "CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation" (ACL 2022)
Language: Python - Size: 937 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 2
guap-ml/guap
Open-source evaluation metric for linking Machine Learning model outputs with Business outcomes
Language: Python - Size: 60.5 KB - Last synced at: 14 days ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 2
vinid/quica
quica is a tool to run inter coder agreement pipelines in an easy and effective ways. Multiple measures are run and results are collected in a single table than can be easily exported in Latex
Language: Python - Size: 112 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 0
sharmaroshan/Students-Performance-Analytics
Students Performance Evaluation using Feature Engineering, Feature Extraction, Manipulation of Data, Data Analysis, Data Visualization and at lat applying Classification Algorithms from Machine Learning to Separate Students with different grades
Language: Jupyter Notebook - Size: 1.07 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 23 - Forks: 12
WHaverals/CERberus
CERberus -- guardian against character errors :dog::dog::dog:
Language: HTML - Size: 13.3 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 0
GiulioRossetti/f1-communities
A novel approach to evaluate community detection algorithms on ground truth
Language: Python - Size: 34.2 KB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 22 - Forks: 8
blmoistawinde/fense
Fluency ENhanced Sentence-bert Evaluation (FENSE), metric for audio caption evaluation. And Benchmark dataset AudioCaps-Eval, Clotho-Eval.
Language: Python - Size: 103 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 1
qcraftai/tip
Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving (ICML 2023)
Language: Python - Size: 74.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 1
eXascaleInfolab/clubmark
Clubmark: a Parallel Isolation Framework for Benchmarking and Profiling of Clustering (Community Detection) Algorithms Considering Overlaps (Covers)
Language: Python - Size: 7.66 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 20 - Forks: 2
ma7555/evalify
Evaluate your biometric verification models literally in seconds.
Language: Python - Size: 3.05 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 19 - Forks: 20
nunompmoniz/IRon
R Package for Imbalanced Regression
Language: R - Size: 2.81 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 3
hollobit/ML_evaluation_metrics
Landscape of ML/DL performance evaluation metrics
Size: 687 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 3
saurf4ng/TaPR
Time-series Aware Precision and Recall for Evaluating Anomaly Detection Methods
Language: Python - Size: 24.4 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 6
SHI-Yu-Zhe/Benchmarks-for-Single-Object-Visual-Tracking
Exploring through 7 popular datasets for visual object tracking, including OTB, UAV, VOT, LaSOT, NFS, TrackingNet and GOT-10k.
Size: 4.88 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 17 - Forks: 3
