A curated list of awesome resources regarding machine learning reliability.
☆32Apr 26, 2021Updated 5 years ago
Alternatives and similar repositories for awesome-machine-learning-reliability
Users that are interested in awesome-machine-learning-reliability are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Characterizing the natural language descriptions in software logging statements [ASE'18]☆17Dec 5, 2018Updated 7 years ago
- Code for ASE'21 paper "AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems"☆15Nov 2, 2021Updated 4 years ago
- A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]☆10Sep 3, 2019Updated 6 years ago
- An optimized log compression tool via iterative clustering [ASE'19]☆60Oct 29, 2019Updated 6 years ago
- Garbage collector for Escargot☆15Feb 3, 2026Updated 4 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- An Outlier Detection Project for High Dimensional Data☆15Nov 25, 2017Updated 8 years ago
- ☆19Oct 25, 2023Updated 2 years ago
- ☆11Jan 19, 2025Updated last year
- A toolkit for testing and improving named entity recognition [ESEC/FSE'23]☆11Aug 31, 2023Updated 2 years ago
- Inspired by recent advances in coverage-guided analysis of neural networks, we propose a novel anomaly detection method. We show that the…☆13May 26, 2022Updated 4 years ago
- Official Tensorflow implementation for "Improving Adversarial Transferability via Neuron Attribution-based Attacks" (CVPR 2022)☆34Mar 29, 2023Updated 3 years ago
- LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]☆75Feb 3, 2024Updated 2 years ago
- This is the implementation repository of our FAST'23 paper: FUSEE: A Fully Memory-Disaggregated Key-Value Store.☆62Feb 14, 2023Updated 3 years ago
- Curated materials from Centroida's Deep Learning team☆16Dec 5, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICSE'25] Aligning the Objective of LLM-based Program Repair☆24Mar 8, 2025Updated last year
- A lightweight tool for detecting bugs on Graph Database Management Systems☆15Jan 9, 2024Updated 2 years ago
- Open-source code for "On the Feasibility of Parser-based Log Compression in Large-Scale Cloud Systems" (USENIX FAST 2021)☆36Nov 11, 2021Updated 4 years ago
- Code for "CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning" (WWW 2019)☆37Apr 21, 2020Updated 6 years ago
- Scaling Up Memory Disaggregated Applications with SMART☆34Apr 23, 2024Updated 2 years ago
- A novel approach to improve the safety of large language models, enabling them to transition effectively from unsafe to safe state.☆72May 22, 2025Updated last year
- pytorch reimplementation for Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain☆11Oct 30, 2022Updated 3 years ago
- the code for three models introduced in DYNAMIC NEURAL PROGRAM EMBEDDINGS FOR PROGRAM REPAIR (ICLR 18)☆33Jun 30, 2018Updated 7 years ago
- This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715☆162Dec 20, 2019Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆55Dec 4, 2022Updated 3 years ago
- ☆26Nov 23, 2023Updated 2 years ago
- A toolkit for hybrid log parsing☆18Aug 23, 2023Updated 2 years ago
- A list of publications on NLP interpretability (Welcome PR)☆169Dec 13, 2020Updated 5 years ago
- A bounded exhaustive testing tool☆23Jul 3, 2025Updated 11 months ago
- Tracking events, CfPs, abstracts, slides, and all other even related things☆22Oct 4, 2019Updated 6 years ago
- Low precision random Fourier features for kernel approximation☆20Nov 3, 2019Updated 6 years ago
- ☆13Aug 17, 2017Updated 8 years ago
- ☆12May 15, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Nov 11, 2020Updated 5 years ago
- This repository contains the code for Characterizing the Decision Boundary of Deep Neural Networks☆25Sep 22, 2023Updated 2 years ago
- ☆26Mar 15, 2023Updated 3 years ago
- try VAE GANLoss + SSIM loss in anomaly Detection☆14Apr 12, 2020Updated 6 years ago
- A low-latency, extensible, multi-tenant key-value store.☆56Dec 11, 2020Updated 5 years ago
- The implementation of the IEEE S&P 2024 paper MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Us…☆16May 12, 2024Updated 2 years ago
- collecting related resources of automated machine learning here☆55Jun 8, 2022Updated 4 years ago