Alternatives and similar repositories for uncertainty-wizard

Users that are interested in uncertainty-wizard are comparing it to the libraries listed below

• testingautomated-usi / deepjanus
  Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"
  ☆15Updated 10 months ago
• testingautomated-usi / surprise-adequacy
  ☆11Updated 3 years ago
• testingautomated-usi / DeepHyperion
  ☆8Updated 2 years ago
• coinse / sadl
  Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"
  ☆46Updated 3 years ago
• testingautomated-usi / selforacle
  The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator
  ☆22Updated 3 years ago
• dlfaults / deepcrime
  DeepCrime - Mutation Testing Tool for Deep Learning Systems
  ☆15Updated last year
• DeepImportance / deepimportance_code_release
  ☆24Updated 4 years ago
• dlfaults / taxonomy
  Taxonomy of Real Faults in Deep Learning Systems
  ☆16Updated 5 years ago
• testingautomated-usi / dnn-tip
  A collection of dnn test input prioritizers often used as benchmarks in recent literature.
  ☆16Updated 2 years ago
• TrustAI / testRNN
  Coverage-Guided Testing of Long Short-Term Memory (LSTM) Networks
  ☆18Updated 4 years ago
• hfeniser / DeepSmartFuzzer
  Reward Guided Test Generation for Deep Learning
  ☆20Updated 10 months ago
• swa112003 / DistributionAwareDNNTesting
  ☆10Updated 4 years ago
• micheletufano / DeepMutation
  ☆12Updated 2 years ago
• eth-sri / eran
  ETH Robustness Analyzer for Deep Neural Networks
  ☆334Updated 2 years ago
• UCLA-SEAL / DeepLearningTest
  Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)
  ☆10Updated 3 years ago
• chenhongge / treeVerification
  [NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contrib…
  ☆27Updated 5 years ago
• ZhenlanJi / DL_CC
  CC: Causality-Aware Coverage Criterion for Deep Neural Networks
  ☆12Updated 2 years ago
• sbft-cps-tool-competition / cps-tool-competition
  The repository hosts the code for the SBFT CPS Tool competition for testing autonomous cars.
  ☆16Updated 6 months ago
• eth-sri / diffai
  A certifiable defense against adversarial examples by training neural networks to be provably robust
  ☆220Updated 10 months ago
• Testing4AI / RobOT
  Code release for RobOT (ICSE'21)
  ☆15Updated 2 years ago
• TrustAI / DeepConcolic
  Concolic Testing for Deep Neural Networks
  ☆119Updated 3 years ago
• IBM / CROWN-Robustness-Certification
  CROWN: A Neural Network Verification Framework for Networks with General Activation Functions
  ☆38Updated 6 years ago
• verivital / nnv
  Neural Network Verification Software Tool
  ☆125Updated last week
• Lizn-zn / DNNOpAcc
  ☆10Updated 2 years ago
• VeriDeep / DLV
  Safety Verification of Deep Neural Networks
  ☆50Updated 7 years ago
• deepgini / deepgini
  ☆18Updated 5 years ago
• Wardat-ISU / DeepLocalize
  DeepLocalize: Fault Localization for Deep NeuralNetworks
  ☆26Updated 4 years ago
• eth-sri / deepg
  Certifying Geometric Robustness of Neural Networks
  ☆16Updated 2 years ago
• atom-sw / fauxpy
  An automated fault localization tool for Python programs.
  ☆25Updated last month
• facebookresearch / mmd
  ML models often mispredict, and it is hard to tell when and why. We present a data mining based approach to discover whether there is a c…
  ☆18Updated 3 years ago