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awesome-awesome-artificial-intelligence
A curated list of awesome curated lists of many topics related to artificial intelligence.
https://github.com/zhimin-z/awesome-awesome-artificial-intelligence
Last synced: 1 day ago
JSON representation
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Efficiency & Performance
- Awesome EMDL - emdl?style=social) |
- Awesome EMDL - emdl?style=social) |
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Alignment & Regulation
- Awesome AI Guidelines - artificial-intelligence-guidelines?style=social) |
- Awesome RLHF - RLHF?style=social) |
- Awesome AI Guidelines - artificial-intelligence-guidelines?style=social) |
- Awesome RLHF - RLHF?style=social) |
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AutoML
- Awesome AutoDL - X-Y/Awesome-AutoDL?style=social) |
- Awesome AutoML Papers - automl-papers?style=social) |
- Awesome AutoML Papers - automl-papers?style=social) |
- Awesome AutoDL - X-Y/Awesome-AutoDL?style=social) |
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Compilation
- Awesome Tensor Compilers - tensor-compilers?style=social) |
- Awesome Tensor Compilers - tensor-compilers?style=social) |
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Compression
- Awesome Pruning - y/Awesome-Pruning?style=social) |
- Awesome Pruning - y/Awesome-Pruning?style=social) |
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Explainability & Interpretability
- Awesome Explainable AI - ntu/Awesome-explainable-AI?style=social) |
- Awesome Explainable Graph Reasoning - explainable-graph-reasoning?style=social) |
- Awesome LLM Interpretability - llm-interpretability?style=social) |
- Awesome Machine Learning Interpretability - machine-learning-interpretability?style=social) |
- Awesome Explainable AI - ntu/Awesome-explainable-AI?style=social) |
- Awesome Explainable Graph Reasoning - explainable-graph-reasoning?style=social) |
- Awesome LLM Interpretability - llm-interpretability?style=social) |
- Awesome Machine Learning Interpretability - machine-learning-interpretability?style=social) |
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Privacy & Security
- Awesome Blockchain AI - blockchain-ai?style=social) |
- Awesome Federated Learning - federated-learning?style=social) |
- Awesome Blockchain AI - blockchain-ai?style=social) |
- Awesome Federated Learning - federated-learning?style=social) |
- Awesome Federated Learning Resources - Federated-Learning-on-Graph-and-Tabular-Data?style=social) |
- Awesome Federated Machine Learning - cat/Awesome-Federated-Machine-Learning?style=social) |
- Awesome GPTs (Agents) for Cybersecurity - GPT-Agents?style=social) |
- Awesome LLM Safety - LLM-Safety?style=social) |
- Awesome LLM Security - related papers, articles, and resources focused on LLMs. |  |
- Awesome GPTs (Agents) for Cybersecurity - GPT-Agents?style=social) |
- Awesome LLM Safety - LLM-Safety?style=social) |
- Awesome LLM Security - related papers, articles, and resources focused on LLMs. |  |
- Awesome Federated Learning Resources - Federated-Learning-on-Graph-and-Tabular-Data?style=social) |
- Awesome Federated Machine Learning - cat/Awesome-Federated-Machine-Learning?style=social) |
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Robustness
- Awesome Graph Adversarial Learning - Adversarial-Learning?style=social) |
- Awesome Graph Adversarial Learning - Adversarial-Learning?style=social) |
- Awesome Graph Adversarial Learning Literature - structured data. |  |
- Awesome Imbalanced Learning - imbalanced/long-tail learning. |  |
- Awesome Graph Adversarial Learning Literature - structured data. |  |
- Awesome Imbalanced Learning - imbalanced/long-tail learning. |  |
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System & Production
- Awesome LLMOps - LLMOps?style=social) |
- Awesome LLM Systems Papers - related academic papers, articles, tutorials, slides, and projects. |  |
- Awesome MLOps - mlops?style=social) |
- Awesome MLOps - mlops?style=social) |
- Awesome Production Machine Learning - production-machine-learning?style=social) |
- Awesome System for Machine Learning - System-for-Machine-Learning?style=social) |
- Awesome MLOps - mlops?style=social) |
- Awesome Production Machine Learning - production-machine-learning?style=social) |
- Awesome System for Machine Learning - System-for-Machine-Learning?style=social) |
- Awesome LLMOps - LLMOps?style=social) |
- Awesome LLM Systems Papers - related academic papers, articles, tutorials, slides, and projects. |  |
- Awesome MLOps - mlops?style=social) |
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Adversarial Learning
- Awesome GAN - awesome-gan?style=social) |
- Awesome GAN for Medical Imaging - gan-for-medical-imaging?style=social) |
- Awesome KAN - Arnold Network (KAN). |  |
- Awesome GAN - awesome-gan?style=social) |
- Awesome GAN for Medical Imaging - gan-for-medical-imaging?style=social) |
- Awesome KAN - Arnold Network (KAN). |  |
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Graph Learning
- Awesome Graph Classification - graph-classification?style=social) |
- Awesome Graph LLM - related LLMs. |  |
- Awesome Graph Self-Supervised Learning - supervised graph representation learning resources. |  |
- Awesome Knowledge Graph - knowledge-graph?style=social) |
- Awesome Knowledge Graph - graph-learning?style=social) |
- Awesome Knowledge Graph Reasoning - Knowledge-Graph-Reasoning?style=social) |
- Awesome Language Model on Graphs - Language-Model-on-Graphs?style=social) |
- Awesome LLMs in Graph Tasks - LLMs-in-Graph-tasks?style=social) |
- Awesome Self-supervised GNN - supervised learning on graph neural networks. |  |
- Awesome Graph Classification - graph-classification?style=social) |
- Awesome Graph LLM - related LLMs. |  |
- Awesome Language Model on Graphs - Language-Model-on-Graphs?style=social) |
- Awesome Knowledge Graph - knowledge-graph?style=social) |
- Awesome Knowledge Graph - graph-learning?style=social) |
- Awesome Knowledge Graph Reasoning - Knowledge-Graph-Reasoning?style=social) |
- Awesome LLMs in Graph Tasks - LLMs-in-Graph-tasks?style=social) |
- Awesome Self-supervised GNN - supervised learning on graph neural networks. |  |
- Awesome Graph Neural Networks - Lab/Awesome-Graph-Neural-Networks?style=social) |
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Reinforcement Learning
- Awesome Deep RL - deep-rl?style=social) |
- Awesome Game AI - agent reinforcement learning. |  |
- Awesome Offline RL - kaso/awesome-offline-rl?style=social) |
- Awesome RL - rl?style=social) |
- Awesome Deep RL - deep-rl?style=social) |
- Awesome Game AI - agent reinforcement learning. |  |
- Awesome Offline RL - kaso/awesome-offline-rl?style=social) |
- Awesome RL - rl?style=social) |
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Supervised Learning
- Awesome Contrastive Self-supervised Learning - supervised learning. |  |
- Awesome Instruction Tuning Dataset - following LLMs. |  |
- Awesome Learning with Noise Labels - instruction-dataset?style=social) |
- Awesome Self-supervised Learning - supervised learning. |  |
- Awesome Semi-supervised Learning - supervised learning. |  |
- Awesome Contrastive Self-supervised Learning - supervised learning. |  |
- Awesome Instruction Tuning Dataset - following LLMs. |  |
- Awesome Learning with Noise Labels - instruction-dataset?style=social) |
- Awesome Self-supervised Learning - supervised learning. |  |
- Awesome Semi-supervised Learning - supervised learning. |  |
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Agent
- Awesome AI Agent - dev/awesome-ai-agents?style=social) |
- Awesome AI Agent - dev/awesome-ai-agents?style=social) |
- Awesome Embodied Agent with LLMs - Embodied-Agent-with-LLMs?style=social) |
- Awesome Papers Autonomous Agent - Papers-Autonomous-Agent?style=social) |
- Awesome LLM-Powered Agent - powered agents. |  |
- Awesome LLM-Powered Agent - powered agents. |  |
- Awesome Embodied Agent with LLMs - Embodied-Agent-with-LLMs?style=social) |
- Awesome Mixture-of-Experts - of-experts (MoE). |  |
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Audio Processing
- Awesome Speech Recognition Speech Synthesis Papers - speech-recognition-speech-synthesis-papers?style=social) |
- Awesome Speech Recognition Speech Synthesis Papers - speech-recognition-speech-synthesis-papers?style=social) |
- Awesome Whisper - whisper?style=social) |
- Awesome Whisper - whisper?style=social) |
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Anomaly Detection
- Awesome Industrial Anomaly Detection - 3LAB/awesome-industrial-anomaly-detection?style=social) |
- Awesome Industrial Anomaly Detection - 3LAB/awesome-industrial-anomaly-detection?style=social) |
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Computer Vision
- Awesome AI Image Synthesis - ai-art-image-synthesis?style=social) |
- Awesome Image Colorization - based image colorization and video colorization papers. |  |
- Awesome Image Harmonization - Image-Harmonization?style=social) |
- Awesome Neural Radiance Fields - NeRF/awesome-NeRF?style=social) |
- Awesome AI Image Synthesis - ai-art-image-synthesis?style=social) |
- Awesome Diffusion Models - usion/Awesome-Diffusion-Models?style=social) |
- Awesome Face Forgery Generation and Detection - Face-Forgery-Generation-and-Detection?style=social) |
- Awesome Image Classification - image-classification?style=social) |
- Awesome Open Set Recognition list - of-distribution, open set domain adaptation, and open world recognition. |  |
- Awesome Person Re-identification - identification. |  |
- Awesome Prompting Papers in Computer Vision - based papers in computer vision and vision-language learning. |  |
- Awesome Stable Diffusion - stable-diffusion/awesome-stable-diffusion?style=social) |
- Awesome Talking Face - Talking-Face?style=social) |
- Awesome Diffusion Models - usion/Awesome-Diffusion-Models?style=social) |
- Awesome Image Classification - image-classification?style=social) |
- Awesome Image Colorization - based image colorization and video colorization papers. |  |
- Awesome Image Harmonization - Image-Harmonization?style=social) |
- Awesome Talking Face - Talking-Face?style=social) |
- Awesome Image Registration - Image-Registration-Organization/awesome-image-registration?style=social) |
- Awesome Image Translation - to-image translation. |  |
- Awesome LLMs for Video Understanding - LLMs. |  |
- Awesome Talking Head Generation - driven talking head generation. |  |
- Awesome Neural Radiance Fields - NeRF/awesome-NeRF?style=social) |
- Awesome Open Set Recognition list - of-distribution, open set domain adaptation, and open world recognition. |  |
- Awesome Person Re-identification - identification. |  |
- Awesome Prompting Papers in Computer Vision - based papers in computer vision and vision-language learning. |  |
- Awesome Stable Diffusion - stable-diffusion/awesome-stable-diffusion?style=social) |
- Awesome Video Diffusion - Video-Diffusion?style=social) |
- Awesome Talking Face Generation
- Awesome Talking Head Generation - driven talking head generation. |  |
- Awesome Video Diffusion - Video-Diffusion?style=social) |
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Finance
- Awesome AI in Finance - ai-in-finance?style=social) |
- Awesome AI in Finance - ai-in-finance?style=social) |
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Knowledge Engineering
- Awesome Vector Search - related libraries, services, and research papers. |  |
- Awesome Vector Search - related libraries, services, and research papers. |  |
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Mathematics
- Awesome Machine Learning for Combinatorial Optimization Resources - SJTU/awesome-ml4co?style=social) |
- Awesome Neural ODE - neural-ode?style=social) |
- Awesome Machine Learning for Combinatorial Optimization Resources - SJTU/awesome-ml4co?style=social) |
- Awesome Neural ODE - neural-ode?style=social) |
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Miscellaneous
- Awesome Domain LLM - agi/Awesome-Domain-LLM?style=social) |
- Awesome Equivariant Network - Cai-OSU/awesome-equivariant-network?style=social) |
- Awesome Neural Geometry - neural-geometry?style=social) |
- Awesome AIGC Tutorials - agi/awesome-aigc-tutorials?style=social) |
- Awesome Machine Learning and AI Courses - ml-courses?style=social) |
- Awesome Neural Geometry - neural-geometry?style=social) |
- Awesome Domain LLM - agi/Awesome-Domain-LLM?style=social) |
- Awesome AIGC Tutorials - agi/awesome-aigc-tutorials?style=social) |
- Awesome Machine Learning and AI Courses - ml-courses?style=social) |
- Awesome Summer School in Machine Learning - mlss?style=social) |
- Awesome AI Residency - ai-residency?style=social) |
- Awesome Summer School in Machine Learning - mlss?style=social) |
- Awesome AI Residency - ai-residency?style=social) |
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Multi-modal learning
- Awesome LLM 3D - modal large language models in 3D world resources. |  |
- Awesome Multimodal Large Language Models - Multimodal-Large-Language-Models?style=social) |
- Awesome Multimodal Machine Learning - multimodal-ml?style=social) |
- Awesome Multimodal Research - related research. |  |
- Awesome LLM 3D - modal large language models in 3D world resources. |  |
- Awesome Multimodal Large Language Models - Multimodal-Large-Language-Models?style=social) |
- Awesome Multimodal Machine Learning - multimodal-ml?style=social) |
- Awesome Multimodal Research - related research. |  |
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Natural Language Processing
- Awesome ChatGPT - 3. |  |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT API - demand usage of their quota. |  |
- Awesome ChatGPT Dataset - chatgpt-dataset?style=social) |
- Awesome ChatGPT - 3. |  |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT - chatgpt?style=social) |
- Awesome ChatGPT API - demand usage of their quota. |  |
- Awesome ChatGPT Dataset - chatgpt-dataset?style=social) |
- Awesome ChatGPT Prompts - chatgpt-prompts?style=social) |
- Awesome Chinese LLM - HITCS/Awesome-Chinese-LLM?style=social) |
- Awesome ChatGPT Prompts (CN) - chatgpt-prompts-zh?style=social) |
- Awesome Deep Learning for Natural Language Processing - dl4nlp?style=social) |
- Awesome ChatGPT Repositories - source GitHub repositories related to ChatGPT. |  |
- Awesome Efficient LLM - Efficient-LLM?style=social) |
- Awesome Free ChatGPT - free-chatgpt?style=social) |
- Awesome GPT - gpt?style=social) |
- Awesome GPT Store - matcha/Awesome-GPT-Store?style=social) |
- Awesome GPT Store - gpt-store?style=social) |
- Awesome-GPTs - boost/awesome-gpts?style=social) |
- Awesome Deep Learning for Natural Language Processing - dl4nlp?style=social) |
- Awesome Efficient LLM - Efficient-LLM?style=social) |
- Awesome Free ChatGPT - free-chatgpt?style=social) |
- Awesome GPT - gpt?style=social) |
- Awesome GPT Store - matcha/Awesome-GPT-Store?style=social) |
- Awesome GPT Store - gpt-store?style=social) |
- Awesome ChatGPT Prompts - chatgpt-prompts?style=social) |
- Awesome ChatGPT Prompts (CN) - chatgpt-prompts-zh?style=social) |
- Awesome ChatGPT Repositories - source GitHub repositories related to ChatGPT. |  |
- Awesome Chinese LLM - HITCS/Awesome-Chinese-LLM?style=social) |
- Awesome-GPTs - boost/awesome-gpts?style=social) |
- Awesome GPTs - gpts?style=social) |
- Awesome GPTs Prompts - rated GPTs in the GPTs Store. |  |
- Awesome GPT-3 - 3 API. |  |
- Awesome GPT-4 - 4 language model. |  |
- Awesome GPT-3 - 3 API. |  |
- Awesome LangChain - langchain?style=social) |
- Awesome LangChain - langchain?style=social) |
- Awesome LLM - LLM?style=social) |
- Awesome LLMs Datasets - LLMs-Datasets?style=social) |
- Awesome LLM - LLM?style=social) |
- Awesome LLMs Datasets - LLMs-Datasets?style=social) |
- Awesome LLMs Evaluation Papers - lab/Awesome-LLMs-Evaluation-Papers?style=social) |
- Awesome LLMs Evaluation Papers - lab/Awesome-LLMs-Evaluation-Papers?style=social) |
- Awesome LLMs in China - LLMs-In-China?style=social) |
- Awesome Prompt Engineering - Prompt-Engineering?style=social) |
- Awesome Question Answering - question-answering?style=social) |
- Awesome Totally Open Chatgpt - totally-open-chatgpt?style=social) |
- Awesome LLMs in China - LLMs-In-China?style=social) |
- Awesome LLM Apps - llm-apps?style=social) |
- Awesome LLM Inference - LLM-Inference?style=social) |
- Awesome LLM JSON List - llm-json?style=social) |
- Awesome LLM KG - LLM-KG?style=social) |
- Awesome LLM RAG - LLM-RAG?style=social) |
- Awesome LLM RAG Application - LLM-RAG-Application?style=social) |
- Awesome LLM Strawberry - LLM-Strawberry?style=social) |
- Awesome Pretrained Chinese NLP Models - trained NLP models in Chinese. |  |
- Awesome LLM Apps - llm-apps?style=social) |
- Awesome LLM Inference - LLM-Inference?style=social) |
- Awesome LLM JSON List - llm-json?style=social) |
- Awesome LLM KG - LLM-KG?style=social) |
- Awesome LLM Resourses - LLM-resourses?style=social) |
- Awesome LLM Strawberry - LLM-Strawberry?style=social) |
- Awesome Pretrained Chinese NLP Models - trained NLP models in Chinese. |  |
- Awesome LLM Long Context Modeling - read papers and blogs on LLM-based long context modeling. |  |
- Awesome LLM RAG - LLM-RAG?style=social) |
- Awesome LLM RAG Application - LLM-RAG-Application?style=social) |
- Awesome LLM Reasoning - LLM-Reasoning?style=social) |
- Awesome Prompt Engineering - Prompt-Engineering?style=social) |
- Awesome Question Answering - question-answering?style=social) |
- Awesome Totally Open Chatgpt - totally-open-chatgpt?style=social) |
- Awesome ChatGPT - chatgpt/awesome-chatgpt?style=social) |
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Recommendation System
- Awesome Deep Learning Papers for Search Recommendation Advertising - Deep-Learning-Papers-for-Search-Recommendation-Advertising?style=social) |
- Awesome LLM for RecSys - related recommender system topics. |  |
- Awesome LLM4Rec Papers - Awesome-Papers?style=social) |
- Awesome LLM4RS Papers - enhanced recommender system. |  |
- Awesome Deep Learning Papers for Search Recommendation Advertising - Deep-Learning-Papers-for-Search-Recommendation-Advertising?style=social) |
- Awesome LLM4Rec Papers - Awesome-Papers?style=social) |
- Awesome LLM4RS Papers - enhanced recommender system. |  |
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Remote Sensing
- Awesome Remote Sensing Foundation Models - trained weights for remote sensing foundation models (RSFMs). |  |
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Robotics
- Awesome LLM Robotics - modal models for Robotics/RL, including papers, codes, and related websites. |  |
- Awesome Robotics - robotics?style=social) |
- Awesome LLM Robotics - modal models for Robotics/RL, including papers, codes, and related websites. |  |
- Awesome Robotics - robotics?style=social) |
- Awesome Robotics Foundation Models - specific foundation models. |  |
- Awesome Robotics Foundation Models - specific foundation models. |  |
- Awesome Robotics Project - source, affordable, less-known, or visionary robotics projects, and robotics tooling companies. |  |
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Software Engineering
- Awesome AIOps - AIOps?style=social) |
- Awesome AIOps - AIOps?style=social) |
- Awesome Machine Learning for Compilers and Program Optimisation - machine-learning-in-compilers?style=social) |
- Awesome Machine Learning for Compilers and Program Optimisation - machine-learning-in-compilers?style=social) |
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Time Series
- Awesome Time Series - time-series?style=social) |
- Awesome Time Series - time-series?style=social) |
- Awesome Time Series - time-series?style=social) |
- Awesome Time Series - time-series?style=social) |
- Awesome Time Series Anomaly Detection - series data. |  |
- Awesome Time Series Anomaly Detection - series data. |  |
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Transformer
- Awesome Detection Transformer - Research/awesome-detection-transformer?style=social) |
- Awesome Transformers - transformers?style=social) |
- Awesome Transformer Attention - Transformer-Attention?style=social) |
- Awesome Transformers in Medical Imaging - transformers-in-medical-imaging?style=social) |
- Awesome Transformer NLP - transformer-nlp?style=social) |
- Awesome Transformers - transformers?style=social) |
- Awesome Transformer Attention - Transformer-Attention?style=social) |
- Awesome Transformers in Medical Imaging - transformers-in-medical-imaging?style=social) |
- Awesome Transformer NLP - transformer-nlp?style=social) |
- Awesome Visual Transformer - liang/Awesome-Visual-Transformer?style=social) |
- Awesome Visual Transformer - liang/Awesome-Visual-Transformer?style=social) |
Categories
Natural Language Processing
78
Computer Vision
31
Graph Learning
18
Privacy & Security
14
Miscellaneous
13
System & Production
12
Transformer
11
Supervised Learning
10
Multi-modal learning
8
Explainability & Interpretability
8
Reinforcement Learning
8
Agent
8
Robotics
7
Recommendation System
7
Time Series
6
Adversarial Learning
6
Robustness
6
Software Engineering
4
AutoML
4
Alignment & Regulation
4
Mathematics
4
Audio Processing
4
Anomaly Detection
2
Knowledge Engineering
2
Compilation
2
Compression
2
Efficiency & Performance
2
Finance
2
Remote Sensing
1
Sub Categories
Keywords
awesome-list
90
awesome
82
deep-learning
61
machine-learning
59
chatgpt
44
llm
33
large-language-models
25
reinforcement-learning
24
ai
24
openai
22
artificial-intelligence
20
gpt-4
20
computer-vision
19
gpt
19
nlp
18
papers
17
gpt-3
15
chatgpt-api
14
survey
13
natural-language-processing
12
python
10
language-model
10
knowledge-graph
10
prompt-engineering
8
attention-mechanism
8
security
8
anomaly-detection
8
federated-learning
8
mlops
8
data-mining
8
gpts
8
dataset
8
graph-neural-networks
7
llama
7
transformer
7
agent
7
resources
7
robotics
7
graph
6
gptstore
6
data-science
6
prompt
6
chinese
6
interpretability
6
rag
6
deep-neural-networks
6
prompt-tuning
6
generative-model
6
large-language-model
6
privacy
6