leima's repositories

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

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awesome-lane-detection

A paper list of lane detection.

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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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bonsai-simulink

Microsoft Bonsai Simulink Toolbox and sample models

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Book_List

Python, Machine Learning, Deep Learning and Data Science Books

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cd4ml-workshop

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

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checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

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combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

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dauphin

An uncertainty-based random sampling algorithm for data augmentation

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deepbayes-2019

Practical assignments of the Deep|Bayes summer school 2019

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facets

Visualizations for machine learning datasets

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google-research

Google Research

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LEMON

This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.

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LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

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lucid

A collection of infrastructure and tools for research in neural network interpretability.

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machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1500+页)和视频链接

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NADS

Neural Architecture Distribution Search for Uncertainty Awareness

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NLP-Conferences-Code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

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OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

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Papers-of-Robust-ML

Related papers for robust machine learning

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PRDNN

Code from PLDI '21 paper "Provable Repair of Deep Neural Networks."

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SC-FEGAN

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color

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siren

source code for NeurIPS'22 paper "SIREN: Shaping Representations for Detecting Out-of-Distribution Objects"

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zoneminder

ZoneMinder is a free, open source Closed-circuit television software application developed for Linux which supports IP, USB and Analog cameras.

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