Popular GitHub Repositories for Entropy Measurement

Private & local AI personal knowledge management app for high entropy people.

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

rPPG-Toolbox: Deep Remote PPG Toolbox (NeurIPS 2023)

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.

all kinds of baseline models for sentence similarity 句子对语义相似度模型

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

GUNDAM is a data management system that prioritizes data using language models.

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements. (e.g. MBTI Measurement Agent)

The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.

PyTorch Explain: Interpretable Deep Learning in Python.

A real-time drowsiness detection system for drivers, which alerts the driver if they fall asleep due to fatigue while still driving. The computer vision algorithm used for the implementation uses a trifold approach to detect drowsiness, including the measurement of forward head tilt angle, measurement of eye aspect ratio (to detect closure of eyes) and measurement of mouth aspect ratio (to detect yawning).

[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"

Demystifying Reinforcement Learning in Agentic Reasoning

[Materials & Design 2024] A Bayesian global optimization package for material design ｜ Adaptive Learning | Active Learning

Evaluate your dialog model with 17 metrics! (see paper)

LLM steganography with minimum-entropy coupling - Hiding encrypted messages in natural language.

[TPAMI & ECCV 2022] Contrast-Phys & Contrast-Phys+ for facial video-based remote physiological signal measurement