DeepCrime - Mutation Testing Tool for Deep Learning Systems
☆16Sep 23, 2023Updated 2 years ago
Alternatives and similar repositories for deepcrime
Users that are interested in deepcrime are comparing it to the libraries listed below
Sorting:
- An Automatic DNN TrainingProblem Detection and Repair System☆20Dec 23, 2023Updated 2 years ago
- The repository hosts the code for the SBFT CPS Tool competition for testing autonomous cars.☆16Nov 17, 2024Updated last year
- Mutation-based Fault Localization of Deep Neural Networks☆10Jan 25, 2024Updated 2 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆50May 26, 2022Updated 3 years ago
- ☆13May 25, 2022Updated 3 years ago
- ☆16Oct 2, 2024Updated last year
- 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…☆17Jun 6, 2022Updated 3 years ago
- This is the artifact for paper “Are Machine Learning Cloud APIs Used Correctly? (#421)” in ICSE2021☆16Feb 27, 2021Updated 5 years ago
- Defect Library for LLM-enabled Software☆23Dec 31, 2025Updated 2 months ago
- The repository of "DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs"☆18Oct 12, 2022Updated 3 years ago
- ☆24Jun 17, 2021Updated 4 years ago
- The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator☆21Jun 30, 2021Updated 4 years ago
- SimADFuzz: Simulation-Feedback Fuzz Testing for Autonomous Driving Systems☆10Apr 11, 2025Updated 10 months ago
- LLTFI is a tool, which is an extension of LLFI, allowing users to run fault injection experiments on C/C++, TensorFlow and PyTorch applic…☆41Oct 4, 2024Updated last year
- The impact of text pre-processing methods on the performance of deep learning models for the toxic comments classification☆10Jan 12, 2021Updated 5 years ago
- A transformer model to predict pathogenic mutations☆12Jun 25, 2025Updated 8 months ago
- Microsoft question-answering dataset☆10Jun 16, 2023Updated 2 years ago
- Kernel Playground - A playground to run large scale experiments on the Linux Kernel☆17Nov 8, 2025Updated 3 months ago
- Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networ…☆44May 24, 2023Updated 2 years ago
- ☆14Jan 10, 2025Updated last year
- Resources for recent AI systems (deployment concerns, cost and accessibility). -- closed☆12May 29, 2021Updated 4 years ago
- TheDeepChecker: Dynamic Debugger for Neural Networks Training Programs☆10Nov 2, 2022Updated 3 years ago
- ☆10Nov 2, 2022Updated 3 years ago
- Official implementation of Tabular Transfer Learning via Prompting LLMs (COLM 2024).☆12Aug 6, 2024Updated last year
- LaTeX Template for Fudan University School of Computer Science 2024☆11May 21, 2024Updated last year
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Jan 5, 2024Updated 2 years ago
- A tool to convert any ordinary Git repository to a Historage repository, a fine-grained version control repository.☆12Jan 9, 2020Updated 6 years ago
- ☆10May 26, 2019Updated 6 years ago
- [IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen …☆10Mar 9, 2024Updated last year
- ☆10Jun 4, 2024Updated last year
- GI in No Time - a Simple Microframework for Genetic Improvement☆49Feb 20, 2026Updated last week
- ICSE2021 Submission☆13Aug 28, 2022Updated 3 years ago
- 🎹 Online 8-bit/chiptune synth, using WebAudio and WebMIDI☆15Nov 10, 2023Updated 2 years ago
- TREE-G: Decision Trees Contesting Graph Neural Networks, specialized for graph data.☆13Feb 28, 2024Updated 2 years ago
- Vision based algorithms for falsification of convolutional neural networks☆12Jan 25, 2018Updated 8 years ago
- 上海房产信息实录,分析每个小区优劣,包括地段、地铁、学区等☆10Apr 7, 2019Updated 6 years ago
- Official implementation: Large Language Models are Interpretable Learners - Google☆13Jun 29, 2024Updated last year
- Program Slicing. Experimental library.☆13Feb 2, 2022Updated 4 years ago
- ☆45Jun 22, 2022Updated 3 years ago