Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: confidence-estimation

EQTPartners/sire

📈 SiRE (Simulation-Informed Revenue Extrapolation with Confidence Estimate for Scaleup Companies Using Scarce Time-Series Data), accepted by CIKM'2022 🗽

Language: Python - Size: 242 KB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 32 - Forks: 9

kkirchheim/pytorch-ood

👽 Out-of-Distribution Detection with PyTorch

Language: Python - Size: 1.98 MB - Last synced: 17 days ago - Pushed: about 2 months ago - Stars: 210 - Forks: 16

pub-calculator-io/sample-size-calculator

Free WordPress Plugin: This sample size calculator enables you to calculate the minimum sample size and the margin of error. Learn about sample size, the margin of error, & confidence interval. www.calculator.io/sample-size-calculator/

Language: JavaScript - Size: 7.36 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 15 - Forks: 0

sanjaymjoshi/relistats

Computation of Reliability Statistics: Reliability, Confidence, Assurance

Language: Python - Size: 2.4 MB - Last synced: about 8 hours ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

oracle/macest

Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores

Language: Jupyter Notebook - Size: 11 MB - Last synced: 9 days ago - Pushed: 8 months ago - Stars: 101 - Forks: 20

koulanurag/opcc

Benchmark for "Offline Policy Comparison with Confidence"

Language: Python - Size: 70.7 MB - Last synced: 3 months ago - Pushed: 8 months ago - Stars: 3 - Forks: 0

Impression2805/Awesome-Failure-Detection

A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)

Size: 96.7 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 27 - Forks: 1

dschinagl/gace

Demo code for GACE: Geometry Aware Confidence Enhancement

Language: Python - Size: 756 KB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 7 - Forks: 0

osu-cvl/agriculture

Code for "Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses"

Language: Python - Size: 27.3 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

Impression2805/FMFP

PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"

Language: Python - Size: 202 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 13 - Forks: 1

hspfatemeh/number-of-times-an-experiment-should-be-repeated-for-a-95-probability

number of times an experiment should be repeated for a 95% probability

Language: Jupyter Notebook - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

g8a9/confidence_intervals

Simple evaluation of classification confidence intervals.

Language: Python - Size: 17.6 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

fabiotosi92/CCNN-Tensorflow

Learning from scratch a confidence measure

Language: Python - Size: 5.79 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 19 - Forks: 10

alecokas/BiLatticeRNN-Confidence

Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks https://arxiv.org/abs/1910.11933 or https://ieeexplore.ieee.org/document/9053264

Language: Python - Size: 614 KB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 15 - Forks: 4

gsaygili/dimred

Source code for predicting confidence scores for the samples in t-sne embeddings.

Language: Python - Size: 233 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

choshina/coverage-confidence

A Robustness-based Confidence Measure for Hybrid System Falsification

Language: HTML - Size: 31.7 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

insysbio/LikelihoodProfiler.py

Language: Python - Size: 6.99 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

GiovanniCiampi/confidence_interval_estimator_ML

This repo contains code to perform Bootstrap Confidence Intervals estimation (a.k.a. Monte Carlo Confidence Interval or Empirical Confidence Interval estimation) for Machine Learing models.

Language: Jupyter Notebook - Size: 295 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

MultiTrickFox/UCB_MC

upper confidence bound improved w/ monte carlo

Language: Java - Size: 43.9 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

Related Keywords
confidence-estimation 19 machine-learning 4 confidence-intervals 4 deep-learning 3 pytorch 3 statistics 2 python 2 uncertainty-quantification 2 failure-prediction 2 selective-classification 2 confidence-scores 2 misclassification-detection 2 uncertainty-estimation 2 disparity-map 1 tensorflow 1 asr 1 attention 1 confidence-estimates 1 monte-carlo-simulation 1 probability 1 math 1 jupyter-notebook 1 datamining 1 flat-minima 1 confidence-calibration 1 hierarchical-classification 1 computer-vision 1 agriculture 1 neural-networks 1 monte-carlo-sampling 1 monte-carlo 1 bootstrap-confidence-intervals 1 python3 1 likelihood 1 identifiability-analysis 1 identifiability 1 hybrid-system-falsification 1 visualization 1 t-sne 1 confidence 1 speech-recognition 1 speech-processing 1 pytorch-implementation 1 lstm 1 low-resource-languages 1 lattices 1 latticernn 1 lattice 1 confusion-networks 1 bernoulli-trial 1 sample-size-estimation 1 sample-size-determination 1 sample-size-calculation 1 sample-size 1 margin-of-error 1 confidence-score 1 confidence-interval 1 open-set-recognition 1 ood-detection 1 novelty-detection 1 neural-network 1 anomaly-detection 1 valuation 1 time-series 1 revenue 1 extrapolation 1 company 1 point-cloud 1 lidar 1 autonomous-driving 1 3d-object-detection 1 uncertainty 1 safety-critical 1 safety 1 reliable-prediction 1 out-of-distribution-detection 1 failure-detection 1 reinforcement-learning 1 policy-evaluation 1 offline-reinforcement-learning 1 offline-policy-comparison 1 data-science 1 reliability-engineering 1 reliability 1 binomial-distribution 1