🤖 Curated resources for building powerful AI applications.
A curated list of resources to build AI-powered applications. This repository gathers frameworks, libraries, datasets, tools, tutorials, and communities that help accelerate AI development.
This list is inspired by @sindresorhus/awesome, the original and widely respected resource for curated lists on GitHub. If you like this project, be sure to check out other awesome lists!
- Frameworks & Libraries
- Pre-trained Models
- Datasets
- AI Tools
- Domain-Specific AI
- Ethics & Fairness
- Open-Source Projects
- Startups & Companies
- Tutorials & Courses
- Communities & Forums
- Newsletters & Podcasts
- Contributing
- License
- TensorFlow - End-to-end open-source platform for machine learning.
- PyTorch - Deep learning framework by Facebook.
- scikit-learn - Machine learning library for Python.
- Hugging Face Transformers - State-of-the-art NLP library.
- DeepSeek - Open-source LLMs and integration tools from DeepSeek AI.
- LangChain - Framework for building applications powered by language models.
- SentenceTransformers - Framework for sentence, text, and image embeddings.
- spaCy - Industrial-strength NLP in Python.
- Symfony AI Platform - Symfony's framework-agnostic agent, model, and RAG integration for PHP (repo).
- Hugging Face Model Hub - A collection of pre-trained models for NLP and more.
- TensorFlow Hub - Repository of trained machine learning models.
- DeepSeek Model Zoo - Integrations and models for DeepSeek AI.
- OpenAI Model Index - Models available from OpenAI’s API.
- Kaggle Datasets - A vast collection of public datasets.
- UCI Machine Learning Repository - Popular repository for machine learning datasets.
- Google Dataset Search - Tool for finding datasets across the web.
- Hugging Face Datasets - Ready-to-use datasets for ML and NLP tasks.
- Weights & Biases - Experiment tracking, model management, and collaboration tool.
- MLflow - Open-source platform for managing the ML lifecycle.
- Label Studio - Data labeling tool for various data types.
- LightTag - Text annotation tool for teams.
- Comet - Experiment tracking and model management.
This section covers AI technologies tailored for specific domains.
- BioBERT - Biomedical language representation model.
- MedPy - Medical image processing library.
- spaCy for Legal Text - NLP for legal documents.
- SpeechBrain - Speech technologies toolkit.
- DeepSeek Integration Examples - Examples and integrations for DeepSeek LLMs in various domains.
This section discusses ethical considerations in AI and fairness.
- AI Fairness 360 - IBM toolkit for detecting and mitigating bias in ML models.
- Fairlearn - Assess and improve fairness in ML.
- Partnership on AI - Multi-stakeholder organization for best practices in AI.
- Algorithmic Justice League - Advocacy for equitable and accountable AI.
A list of notable open-source AI projects.
- DeepSeek Integration - Resources for integrating DeepSeek models.
- Symfony AI - Multi-agent, platform, and RAG integration for PHP.
- Haystack - Framework for building search systems, RAG, and QA over documents.
- OpenAI Gym - Toolkit for developing and comparing RL algorithms.
- fastai - Simplifies training fast and accurate neural nets.
A list of startups and companies working in the AI space.
- Deep Learning Specialization by Andrew Ng (Coursera)
- fast.ai Courses - Practical deep learning courses.
- Google AI Education - Google’s educational resources on AI.
- DeepSeek Tutorials - Integrating DeepSeek with various stacks.
- r/MachineLearning - Reddit community for ML discussions.
- AI Stack Exchange - Q&A for AI topics.
- Hugging Face Forums - Community for NLP and ML practitioners.
- DeepSeek AI Community - Official Discord for DeepSeek.
Curated lists of newsletters and podcasts about AI.
- Import AI by Jack Clark
- The Batch (DeepLearning.AI) - Weekly newsletter.
- Eye on AI Podcast
- Practical AI Podcast
- Gradient Dissent by Weights & Biases
Contributions are welcome! Please open an issue or submit a pull request with your additions or improvements. Please refer to Contributing for contributing guidelines.
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