Popular GitHub Repositories for Missing Values

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

The unofficial python package that returns response of Google Gemini through cookie values.

面向中文大模型价值观的评估与对齐研究

The project focuses on Tracking missing people. We are using Image processing and Machine learning along with Postgres Database.

The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

Want to remove something(someone) from a photo as it never was there? This is .NET implementation of content-aware fill. It smartly fills in unwanted or missing areas of photographs.

PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)

Run larger LLMs with longer contexts on Apple Silicon by using differentiated precision for KV cache quantization. KVSplit enables 8-bit keys & 4-bit values, reducing memory by 59% with <1% quality loss. Includes benchmarking, visualization, and one-command setup. Optimized for M1/M2/M3 Macs with Metal support.

Awesome Deep Learning for Time-Series Imputation, including an unmissable paper list about applying neural networks to impute incomplete time series containing NaN missing values/data

Resume-AI: Supercharge your job search! This tool analyzes your resume against job descriptions using Google's Gemini AI to boost your ATS score. Get detailed feedback on missing skills, a professional summary, and actionable recommendations to tailor your resume and land that interview.

The World's First Realtime onDevice AI Project to maintian Modestey and Religious values. Everyday AI companion designed for Muslim community to empower them maintain modesty, decency in the digital realm by blurring and covering Non-Mahram and Haram objects (NSFW), directly on screen on anywhere(offline,online,browser,videoplayer) in anytime.

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

Multimodal Prompting with Missing Modalities for Visual Recognition, CVPR'23

TimeSHAP explains Recurrent Neural Network predictions.

Python package for missing-data imputation with deep learning

Claudine, the only AI assistant you will ever need. An AI agent, which is using your machine as a window to external world, therefore perceiving your reality, values and needs, and reasoning how to fulfill them.

[ICML2025] Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary