Foundations

Understand language models and choose a learning path.

• Llm Fundamentals (139)
• Courses And Learning Paths (179)
• From Scratch Implementations (1)
• Practitioner Overviews (387)

706 resources · page 6 of 23

• Flow

  Creator not supplied; see original source.

  Flow (UC Berkeley): framework combining traffic simulation and deep RL for mixed-autonomy traffic control.

  Not applicable (entity) · unknown · unknown resource · en

• François Chollet (@fchollet)

  Creator not supplied; see original source.

  François Chollet's personal page: creator of Keras, co-founder of Ndea and ARC Prize, writing on abstraction and intelligence.

  Not applicable (entity) · unknown · unknown resource · en

• François Fleuret (@francoisfleuret)

  Creator not supplied; see original source.

  François Fleuret's The Little Book of Deep Learning: short free introduction to deep learning for STEM readers.

  Not applicable (entity) · unknown · unknown resource · en|fr

• @Francis_YAO_ (Yao Fu)

  Creator not supplied; see original source.

  X account of Yao Fu, AI researcher: posts on LLM pretraining scaling and multimodal perception.

  Not applicable (entity) · unknown · unknown resource · und

• Fudan NLP

  Creator not supplied; see original source.

  Fudan University NLP Group GitHub organisation with research code.

  Not applicable (entity) · unknown · unknown resource · en

• FunASR

  Creator not supplied; see original source.

  ModelScope FunASR GitHub repo: speech recognition toolkit for training, inference and streaming ASR.

  Not applicable (entity) · unknown · unknown resource · zh

• G42

  Creator not supplied; see original source.

  G42 company site: Abu Dhabi AI group whose Inception unit co-developed the Jais Arabic language models.

  Not applicable (entity) · unknown · unknown resource · ar|en

• Gaël Varoquaux

  Creator not supplied; see original source.

  Gaël Varoquaux's site: scikit-learn co-founder writing on data science, tabular learning and health data.

  Not applicable (entity) · unknown · unknown resource · fr|en

• Gary Marcus (@GaryMarcus)

  Creator not supplied; see original source.

  Gary Marcus's Substack Marcus on AI: commentary critical of current AI approaches and claims.

  Not applicable (entity) · unknown · unknown resource · en

• Generative Recommenders (HSTU)

  Creator not supplied; see original source.

  Meta generative-recommenders GitHub repo: code for HSTU generative recommendation from Actions Speak Louder than Words.

  Not applicable (entity) · unknown · unknown resource · en

• Geoffrey Huntley

  Creator not supplied; see original source.

  Geoffrey Huntley's blog on AI-assisted software development, including the Ralph loop technique for coding agents.

  Not applicable (entity) · unknown · unknown resource · en

• @GeoffreyHuntley (geoff)

  Creator not supplied; see original source.

  X account of Geoffrey Huntley: posts on coding agents and AI-assisted software development practice.

  Not applicable (entity) · unknown · unknown resource · und

• Geometric Deep Learning (Bronstein et al.)

  Creator not supplied; see original source.

  Geometric Deep Learning site (Bronstein et al.): proto-book and lectures on grids, groups, graphs and geodesics.

  Not applicable (entity) · unknown · unknown resource · und

• Georgi Gerganov (@ggerganov)

  Creator not supplied; see original source.

  Georgi Gerganov's home page: creator of ggml and llama.cpp, with project links.

  Not applicable (entity) · unknown · unknown resource · en

• @GergelyOrosz (Gergely Orosz)

  Creator not supplied; see original source.

  X account of Gergely Orosz, author of The Pragmatic Engineer newsletter: posts on software engineering and AI tools.

  Not applicable (entity) · unknown · unknown resource · und

• @ggerganov (Georgi Gerganov)

  Creator not supplied; see original source.

  X account of Georgi Gerganov, creator of llama.cpp and ggml: posts on local LLM inference.

  Not applicable (entity) · unknown · unknown resource · und

• Ghana NLP

  Creator not supplied; see original source.

  Ghana NLP site: open-source initiative building translation models and datasets for Ghanaian languages.

  Not applicable (entity) · unknown · unknown resource · en

• @giffmana (Lucas Beyer)

  Creator not supplied; see original source.

  X account of Lucas Beyer, AI researcher: posts on vision transformers and multimodal models.

  Not applicable (entity) · unknown · unknown resource · und

• Academy Awards guidelines on generative AI (GIGAZINE)

  Creator not supplied; see original source.

  GIGAZINE report on Academy Awards rules for films that use generative AI.

  Not applicable (entity) · unknown · unknown resource · en|ja

• Glaze (UChicago)

  Creator not supplied; see original source.

  Glaze project page (University of Chicago): tool that cloaks artworks against style mimicry by AI models.

  Not applicable (entity) · unknown · unknown resource · en

• @goodside (Riley Goodside)

  Creator not supplied; see original source.

  X account of Riley Goodside: early prompt engineering and prompt injection demonstrations.

  Not applicable (entity) · unknown · unknown resource · en

• Google OR-Tools

  Creator not supplied; see original source.

  Google OR-Tools GitHub repo: software suite for combinatorial optimisation, routing and scheduling.

  Not applicable (entity) · unknown · unknown resource · en

• @GoogleAIStudio (Google AI Studio)

  Creator not supplied; see original source.

  X account of Google AI Studio: product updates and demos for building with Gemini models.

  Not applicable (entity) · unknown · unknown resource · und

• Graph Network-based Simulators

  Creator not supplied; see original source.

  DeepMind learning_to_simulate code on GitHub: graph network-based simulators for particle physics.

  Not applicable (entity) · unknown · unknown resource · en

• Graphiti (Zep)

  Creator not supplied; see original source.

  Zep Graphiti GitHub repo: building real-time knowledge graphs as memory for AI agents.

  Not applicable (entity) · unknown · unknown resource · en

• gonzo-обзоры ML статей (@gonzo_ML)

  Creator not supplied; see original source.

  gonzo-обзоры ML статей Telegram channel by Grigory Sapunov and Alexey Tikhonov: detailed Russian-language reviews of ML papers.

  Not applicable (entity) · unknown · unknown resource · ru

• @grok (Grok)

  Creator not supplied; see original source.

  X account of Grok: the xAI assistant that replies to users on X.

  Not applicable (entity) · unknown · unknown resource · und

• Guardrails AI

  Creator not supplied; see original source.

  Guardrails AI GitHub repo: Python framework for validating and constraining LLM inputs and outputs.

  Not applicable (entity) · unknown · unknown resource · en

• Guilherme Penedo (@gui_penedo)

  Creator not supplied; see original source.

  FineWeb blog post Space by Guilherme Penedo and team: how the FineWeb web-text dataset was built and filtered.

  Not applicable (entity) · unknown · unknown resource · en

• @GuillaumeLample (Guillaume Lample)

  Creator not supplied; see original source.

  X account of Guillaume Lample, Mistral AI co-founder and chief scientist and LLaMA co-author.

  Not applicable (entity) · unknown · unknown resource · fr|en

• Gymnasium

  Creator not supplied; see original source.

  Gymnasium documentation: standard API and reference environments for reinforcement learning (formerly OpenAI Gym).

  Not applicable (entity) · unknown · unknown resource · en

• Habr (AI/ML hubs)

  Creator not supplied; see original source.

  Habr: Russian-language tech publishing platform where engineers post articles, including AI and ML hubs.

  Not applicable (entity) · unknown · unknown resource · ru

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