Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
- esrgan
- pytorch
- real-esrgan
- super-resolution
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general natural language facilities for node
Official code implementation of General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model
TranslatedA general-purpose AIGC video engine: script to finished film in one pipeline — dramas, ads, product videos, otome games, and more.
- ai-agent
- ai-filmmaking
- ai-video
- aigc
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
OpenMMLab's next-generation platform for general 3D object detection.
- pytorch
- 3d-object-detection
- object-detection
- point-cloud
XLNet: Generalized Autoregressive Pretraining for Language Understanding
General plug-and-play inference library for Recursive Language Models (RLMs), supporting various sandboxes.
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
- games
- reinforcement-learning
- multiagent
- cpp
Aligning pretrained language models with instruction data generated by themselves.
- general-purpose-model
- language-model
- instruction-tuning
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
- tensorflow
- pytorch
- keras
- gobang
LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence https://arxiv.org/abs/2609.17488
- foundation-models
- limix
- machine-learning
- structured-data
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
- information-extraction
- large-language-models
- named-entity-recognition
- natural-language-processing
Biomni: a general-purpose biomedical AI agent
Mastering Diverse Domains through World Models
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
- domain-adaptation
- transfer-learning
- finetune
- unsupervised-domain-adaptation
a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
- segmentation
- cell-segmentation
- cell-biology
World's first general purpose 3D object detection codebse.
- nuscenes
- 3d-object-detection
- point-cloud
- object-detection
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
- reinforcement-learning
- parallel-processing
- cpp17
- pybind11
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
Python package for stacking (machine learning technique)
- stacking
- stacked-generalization
- explain-stacking
- stacking-tutorial
A general classifier module to allow Bayesian and other types of classifications. A fork of cardmagic/classifier.
- ruby
- rubyml
- bayesian-classifier
Motus2: A Self-Evolving General World Model for Dexterous Manipulation
A 4B grounding foundation model for physical intelligence. Unifies detection, referring, pointing, OCR, GUI, and layout grounding, achieving SOTA overall across 34 benchmarks and improving robot generalization and data efficiency in controlled evaluations.
- embodied-ai
- gui-grounding
- object-detection
- ocr