pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，Qwen2.5等模型应用在纠错场景，开箱即用。
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Jul 25, 2026 - Python
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error-detection
Here are 61 public repositories matching this topic...
A General Toolbox for Identifying Object Detection Errors
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Mar 31, 2023 - Python
Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits
internal orm efficient circuits attention reasoning error-detection hallucination self-awareness latent-representations gnosis-safe llm large-language-model reward-model hallucination-detection
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Jul 15, 2026 - Python
The official implementation of Error Detection in Egocentric Procedural Task Videos
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Oct 7, 2026 - Python
Find the samples, in the test data, on which your (generative) model makes mistakes.
auditing ml generative-models classification-model error-detection interpretable-ai ml-ops llm slice-discovery
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Oct 16, 2024 - Python
MAKGED is the first multi-agent framework for collaborative error detection in knowledge graphs.
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Jul 20, 2025 - Python
AI-assisted code compiler and debugging platform supporting multiple languages with line-by-line error explanation and intelligent debugging assistance.
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Jun 19, 2026 - Python
Connect your Klipper printer to MattaOS and join us in creating AI-powered closed-loop control for 3D printing. As a bonus, securely access and control your machines from anywhere whilst using the latest in AI error detection.
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Jun 5, 2024 - Python
Propose a principled and practically effective framework for unsupervised accuracy estimation and error detection tasks with theoretical analysis and state-of-the-art performance.
machine-learning deep-learning pytorch error-detection unsupervised-accuracy-estimation self-training-ensembles
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Feb 17, 2022 - Python
Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks together.
sentiment-analysis transformer semi-supervised-learning sentence-classification attention-mechanism joint-models zero-shot-learning multi-task-learning conll-2003 bilstm error-detection multihead-attention joint-learning sequence-labelling bilstm-attention hedge-detection
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Oct 17, 2020 - Python
📈 Tools for applying automatic error detection schemes to timeseries
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Jan 27, 2026 - Python
Score the trustworthiness of outputs from any LLM in real-time
evaluation data-extraction uncertainty-quantification ai-safety ai-agents error-detection hallucination confidence-estimation rag guardrails data-labeling trustworthy-ai llm evals llm-evaluation hallucination-detection llm-as-a-judge structured-outputs verifiers human-in-the-loop-ai
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Jul 6, 2026 - Python
Lightweight spaghetti detection program for self hosting on Raspberry-pi/single-board-computers
python raspberry-pi fluid object-detection 3d-printing failure-detection error-detection moonraker mainsail
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Oct 10, 2026 - Python
Efficient Algorithm Level Error Detection for Number-Theoretic Transform
cryptography fpga hls cpp simulation number-theoretic-transform polynomial-multiplication ntt error-detection kyber pqc vitis
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Sep 19, 2024 - Python
Dashboard for quality control of head time series.
python quality-control monitoring dashboard dash hydrology groundwater time-series-analysis error-detection
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Sep 22, 2026 - Python
CAO/COA Algorithms
checksum crc-calculation hamming-code error-correction-codes error-detection-correction checksum-calculator booths-algorithm error-detection error-correction cyclic-redundancy-check restoring booth-multiplier non-restoring restoring-division non-restoring-division binary-division
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Oct 3, 2021 - Python
Winning entry for the ERR@HRI competition
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Dec 20, 2025 - Python
AI-powered online compiler that executes multi-language code and provides line-by-line error detection with intelligent explanations.
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Jul 6, 2026 - Python
Spaghetti detection and messed up layer detection using images
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Jul 5, 2024 - Python
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