--- id: "/tags/non-llm-neural-networks-ml-foundations/" title: "Non Llm Neural Networks Ml Foundations" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/non-llm-neural-networks-ml-foundations/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Non Llm Neural Networks Ml Foundations [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 138 resources · page 1 of 5 - ### [AI in the Sciences and Engineering](/foundations/llm-fundamentals/ai-in-the-sciences-and-engineering/index.md) Creator not supplied; see original source. ETH CAMLab AI_Science_Engineering GitHub repo: course materials for AI in the Sciences and Engineering. Not applicable (entity) · unknown · unknown resource · en - ### [AirfRANS](/foundations/llm-fundamentals/airfrans/index.md) Creator not supplied; see original source. AirfRANS GitHub repo: dataset and scripts for ML surrogates of RANS airfoil flow simulations. Not applicable (entity) · unknown · unknown resource · en - ### [AlphaChip (circuit_training)](/foundations/llm-fundamentals/alphachip-circuit-training/index.md) Creator not supplied; see original source. Google Research circuit_training GitHub repo: AlphaChip framework for chip floorplanning with reinforcement learning. Not applicable (entity) · unknown · unknown resource · en - ### [AlphaDev](/foundations/llm-fundamentals/alphadev/index.md) Creator not supplied; see original source. DeepMind AlphaDev GitHub repo: pseudocode and algorithms from the faster sorting algorithms paper. Not applicable (entity) · unknown · unknown resource · en - ### [google-deepmind/alphatensor](/foundations/llm-fundamentals/alphatensor-2/index.md) Creator not supplied; see original source. DeepMind AlphaTensor GitHub repo: code for discovering faster matrix multiplication algorithms with RL. Not applicable (entity) · unknown · unknown resource · en - ### [APEBench](/foundations/llm-fundamentals/apebench/index.md) Creator not supplied; see original source. TUM APEBench GitHub repo (NeurIPS 2024): benchmark suite for autoregressive neural PDE emulators. Not applicable (entity) · unknown · unknown resource · en - ### [Awex](/foundations/llm-fundamentals/awex/index.md) Creator not supplied; see original source. inclusionAI Awex GitHub repo: weight synchronisation between RL training and inference engines. Not applicable (entity) · unknown · unknown resource · en - ### [Introducing: Be My AI (Be My Eyes)](/foundations/llm-fundamentals/be-my-ai-be-my-eyes/index.md) Creator not supplied; see original source. Be My Eyes announcement of Be My AI, a GPT-4-based visual assistant that describes images for blind and low-vision users. Not applicable (entity) · unknown · unknown resource · en - ### [amazon-science/chronos-forecasting](/foundations/llm-fundamentals/chronos/index.md) Creator not supplied; see original source. Amazon Chronos GitHub repo: pretrained foundation models for time-series forecasting. Not applicable (entity) · unknown · unknown resource · en - ### [Convolutional Neural Operator](/foundations/llm-fundamentals/convolutional-neural-operator/index.md) Creator not supplied; see original source. ETH CAMLab Convolutional Neural Operator GitHub repo: official implementation for learning PDE solution operators. Not applicable (entity) · unknown · unknown resource · en - ### [Deep-learning laminar-flow surrogates](/foundations/llm-fundamentals/deep-learning-laminar-flow-surrogates/index.md) Creator not supplied; see original source. TUM dl-surrogates GitHub repo: deep learning surrogates for laminar flow and minimum drag shapes. Not applicable (entity) · unknown · unknown resource · en - ### [DeepSeek-R1](/foundations/llm-fundamentals/deepseek-r1-technical-repository/index.md) Creator not supplied; see original source. DeepSeek-R1 GitHub repo: model summary, evaluation and usage for DeepSeek-R1 and R1-Zero reasoning models. Not applicable (entity) · unknown · unknown resource · zh - ### [DGL](/foundations/llm-fundamentals/dgl/index.md) Creator not supplied; see original source. Deep Graph Library (DGL): framework for deep learning on graphs, with docs and examples. Not applicable (entity) · unknown · unknown resource · en - ### [DiffEqFlux.jl](/foundations/llm-fundamentals/diffeqflux-jl/index.md) Creator not supplied; see original source. SciML DiffEqFlux.jl GitHub repo: neural differential equation layers in Julia. Not applicable (entity) · unknown · unknown resource · en - ### [facebookresearch/dinov2](/foundations/llm-fundamentals/dinov2/index.md) Creator not supplied; see original source. Meta DINOv2 GitHub repo: PyTorch code and models for self-supervised visual features. Not applicable (entity) · unknown · unknown resource · en - ### [Distill (archive)](/foundations/llm-fundamentals/distill-archive/index.md) Creator not supplied; see original source. Distill: archived journal of interactive, visual machine learning research articles. Not applicable (entity) · unknown · unknown resource · en - ### [facebookresearch/dlrm](/foundations/llm-fundamentals/dlrm/index.md) Creator not supplied; see original source. Meta DLRM GitHub repo: implementation of a deep learning recommendation model. Not applicable (entity) · unknown · unknown resource · en - ### [FinRL](/foundations/llm-fundamentals/finrl/index.md) Creator not supplied; see original source. FinRL GitHub repo (AI4Finance): financial reinforcement learning framework for trading. Not applicable (entity) · unknown · unknown resource · en - ### [Flow](/foundations/llm-fundamentals/flow/index.md) 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 - ### [FunASR](/foundations/llm-fundamentals/funasr/index.md) 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 - ### [Generative Recommenders (HSTU)](/foundations/llm-fundamentals/generative-recommenders-hstu/index.md) 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 - ### [Geometric Deep Learning (Bronstein et al.)](/foundations/llm-fundamentals/geometric-deep-learning-bronstein-et-al/index.md) 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 - ### [Graph Network-based Simulators](/foundations/llm-fundamentals/graph-network-based-simulators/index.md) 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 - ### [Gymnasium](/foundations/llm-fundamentals/gymnasium/index.md) 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 - ### [InternVL](/foundations/llm-fundamentals/internvl-technical-repository/index.md) Creator not supplied; see original source. OpenGVLab InternVL GitHub repo: open-source multimodal model family with code and weights. Not applicable (entity) · unknown · unknown resource · zh - ### [Lviv Polytechnic: recommendations on applying generative AI](/foundations/llm-fundamentals/lviv-polytechnic-recommendations-on-applying-generative-ai/index.md) Creator not supplied; see original source. Lviv Polytechnic recommendations on applying generative AI in academic journals and conferences. Not applicable (entity) · unknown · unknown resource · uk|en - ### [Mava](/foundations/llm-fundamentals/mava/index.md) Creator not supplied; see original source. InstaDeep Mava GitHub repo: codebase for experiments in multi-agent reinforcement learning. Not applicable (entity) · unknown · unknown resource · en - ### [MBZUAI ORYX](/foundations/llm-fundamentals/mbzuai-oryx/index.md) Creator not supplied; see original source. MBZUAI ORYX GitHub organisation: code for vision-language models and multimodal evaluation. Not applicable (entity) · unknown · unknown resource · en - ### [MindSpore framework](/foundations/llm-fundamentals/mindspore-framework/index.md) Creator not supplied; see original source. MindSpore GitHub repo: Huawei's open-source deep learning training and inference framework. Not applicable (entity) · unknown · unknown resource · zh - ### [Moirai (uni2ts)](/foundations/llm-fundamentals/moirai-uni2ts/index.md) Creator not supplied; see original source. Salesforce uni2ts GitHub repo: training code for Moirai universal time-series forecasting models. Not applicable (entity) · unknown · unknown resource · en - ### [MS-SWIFT](/foundations/llm-fundamentals/ms-swift/index.md) Creator not supplied; see original source. ModelScope ms-swift GitHub repo: framework for PEFT and full fine-tuning, DPO and GRPO of 600+ LLMs. Not applicable (entity) · unknown · unknown resource · zh - ### [NeuralForecast](/foundations/llm-fundamentals/neuralforecast/index.md) Creator not supplied; see original source. Nixtla NeuralForecast GitHub repo: library of neural time-series forecasting models such as N-BEATS and NHITS. Not applicable (entity) · unknown · unknown resource · en [Next page](/tags/non-llm-neural-networks-ml-foundations/page/2/index.md) [Plain-text Markdown copy](/tags/non-llm-neural-networks-ml-foundations/index.md)