Artificial Intelligence

Curated Resources (36)

Tools (8)

• PyTorch pytorch.orgfree

  An open-source deep learning framework providing dynamic computation graphs and tensor acceleration.

• TensorFlow tensorflow.orgfree

  An open-source end-to-end platform for machine learning and artificial intelligence workflows.

• Hugging Face huggingface.cofreemium

  A collaborative platform and repository hosting pre-trained machine learning models, datasets, and AI applications.

• scikit-learn scikit-learn.orgfree

  A Python module integrating classical machine learning and data analysis algorithms built on NumPy and SciPy.

• LangChain langchain.comfree

  An open-source orchestration framework designed for developing applications powered by large language models.

• Ollama ollama.comfree

  An open-source tool for running, customizing, and serving large language models locally.

• Marvin github.comfree

  Open-source Python library for building applications with large language models, offering structured outputs, classification and agent workflows for developers.

• Guidance github.comfree

  Open-source Python library for controlling large language model output through templates, constraints and grammars, helping developers get structured results.

Databases (4)

• Hugging Face Datasets huggingface.cofree

  A community repository providing access to thousands of benchmark and training datasets for artificial intelligence.

• UCI Machine Learning Repository archive.ics.uci.edufree

  A long-standing collection of curated datasets used by the machine learning community for empirical analysis.

• Kaggle Datasets kaggle.comfree

  A public data platform hosting hundreds of thousands of open-source datasets across diverse domains.

• OpenReview openreview.netfree

  An open peer-review repository and scientific database managing publications and reviews for top AI conferences.

Learn (12)

• DeepLearning.AI deeplearning.aifreemium

  An educational platform providing specialized online courses and training materials in artificial intelligence and deep learning.

• fast.ai fast.aifree

  A research and education group offering free practical deep learning courses and open-source software libraries.

• OpenAI Developer Documentation platform.openai.comfree

  Official guides, tutorials, and API reference documentation for building applications with OpenAI models.

• Google Cloud AI Documentation cloud.google.comfree

  Comprehensive technical guides and tutorials for developing and deploying AI and machine learning services on Google Cloud.

• Patterns for Building LLM-based Systems & Products eugeneyan.comfree

  Long-form guide to practical design patterns for applications built on large language models, including evaluations, retrieval, fine-tuning, caching and guardrails.

• The Scaling Hypothesis gwern.netfree

  Extended essay examining GPT-3 and the argument that larger neural networks trained on more data and compute gain increasingly general abilities.

• ChatGPT Is a Blurry JPEG of the Web newyorker.comfreemium

  Magazine essay comparing large language models to lossy compression of web text, offering general readers a way to think about their strengths and errors.

• Building LLM Applications for Production huyenchip.comfree

  Practical essay on the engineering challenges of shipping applications built on large language models, covering prompt evaluation, cost, latency and task composition.

• AI Agents Roadmap (roadmap.sh) roadmap.shfree

  Interactive roadmap on building AI agents: topics laid out in a suggested study order, each linking to further reading.

• AI Engineer Roadmap (roadmap.sh) roadmap.shfree

  Interactive roadmap on AI engineering with foundation models: topics laid out in a suggested study order, each linking to further reading.

• AI Product Builder Roadmap (roadmap.sh) roadmap.shfree

  Interactive roadmap on building products with AI: topics laid out in a suggested study order, each linking to further reading.

• OpenClaw Roadmap (roadmap.sh) roadmap.shfree

  Interactive roadmap on the OpenClaw agent platform: topics laid out in a suggested study order, each linking to further reading.

Publications (4)

• Journal of Machine Learning Research jmlr.orgfree

  A premier open-access peer-reviewed journal publishing high-quality scholarly research in machine learning.

• Nature Machine Intelligence nature.compaid

  A monthly peer-reviewed journal publishing significant research across machine learning, artificial intelligence, and robotics.

• arXiv Artificial Intelligence (cs.AI) arxiv.orgfree

  An open-access preprint archive for scholarly articles in artificial intelligence and computer science.

• IEEE Transactions on Pattern Analysis and Machine Intelligence computer.orgpaid

  A leading monthly academic journal publishing peer-reviewed advances in pattern recognition, computer vision, and machine learning.

Blogs and sites (4)

• Google DeepMind Blog deepmind.googlefree

  Official articles, scientific discoveries, and announcements from Google DeepMind's artificial intelligence research teams.

• OpenAI News openai.comfree

  Official updates, research publications, and announcements regarding frontier models and AI systems from OpenAI.

• Anthropic Research anthropic.comfree

  Technical essays and scientific research publications focusing on AI safety, alignment, and model interpretability.

• Distill distill.pubfree

  A digital publication dedicated to clear and interactive explanations of machine learning and artificial intelligence concepts.

Events and conferences (4)

• AAAI Conference on Artificial Intelligence aaai.orgpaid

  The flagship annual academic conference organized by the Association for the Advancement of Artificial Intelligence.

• NeurIPS (Conference on Neural Information Processing Systems) neurips.ccpaid

  A premier international annual conference on machine learning, neural networks, and computational neuroscience.

• ICML (International Conference on Machine Learning) icml.ccpaid

  A leading international annual gathering dedicated to presenting and publishing research in machine learning.

• CVPR (Conference on Computer Vision and Pattern Recognition) cvpr.thecvf.compaid

  An annual premier computer vision conference sponsored by the Computer Vision Foundation and IEEE Computer Society.

Other subcategories

Machine Learning · Big Data · Computer Information Systems · Computer Science · Computer Vision · Cyber Security · Data Science · Databases · Distributed Computing · Hardware · Human-Computer Interaction · IT Certification · Natural Language Processing · Networking · Operating Systems · Robotics · Software Engineering

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