--- id: "/tags/non-llm-neural-networks-ml-foundations/page/2/" title: "Non Llm Neural Networks Ml Foundations · page 2" url: "https://skillissue.dev/tags/non-llm-neural-networks-ml-foundations/page/2/" --- # 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 2 of 5 - ### [NeuralPDE.jl](/foundations/llm-fundamentals/neuralpde-jl/index.md) by [SciML Open Source Scientific Machine Learning](https://sciml.ai) SciML NeuralPDE.jl GitHub repo: physics-informed neural network solvers for PDEs in Julia. entity repo Global — SciML en - ### [OpenAI Spinning Up](/foundations/llm-fundamentals/openai-spinning-up/index.md) by [OpenAI](https://openai.com/) OpenAI Spinning Up: educational guide to deep reinforcement learning with algorithm explanations and code. entity org West en - ### [OpenRLHF](/foundations/llm-fundamentals/openrlhf/index.md) by [OpenRLHF](https://github.com/OpenRLHF) OpenRLHF GitHub repo: Ray and vLLM based framework for RLHF and agentic RL training. entity repo China en|zh - ### [OpenSpiel](/foundations/llm-fundamentals/openspiel/index.md) by [Google DeepMind](https://www.deepmind.com/) DeepMind OpenSpiel GitHub repo: environments and algorithms for reinforcement learning and search in games. entity repo West en - ### [PyTorch Geometric](/foundations/llm-fundamentals/pytorch-geometric/index.md) by [PyG team (Matthias Fey)](https://pyg.org/) PyTorch Geometric (PyG) documentation: library for building and training graph neural networks. entity org West en - ### [Qwen3-VL](/foundations/llm-fundamentals/qwen3-vl-technical-repository/index.md) by [Qwen](https://qwen.ai/) QwenLM Qwen3-VL GitHub repo: multimodal large language model series with usage code. entity repo China zh - ### [RecBole](/foundations/llm-fundamentals/recbole/index.md) by [RUCAIBox](https://aibox.ruc.edu.cn/) RUCAIBox RecBole GitHub repo: unified library of recommendation algorithms for reproducible comparison. entity repo China/global en - ### [Recommenders](/foundations/llm-fundamentals/recommenders/index.md) by [Recommenders team](https://github.com/recommenders-team) Recommenders GitHub repo: examples and utilities for building recommendation systems. entity repo Global en - ### [SciML Book (MIT 18.337)](/foundations/llm-fundamentals/sciml-book-mit-18-337/index.md) by [Chris Rackauckas (MIT 18.337)](https://book.sciml.ai/) SciML Book: lecture notes from MIT 18.337 on parallel computing and scientific machine learning. entity org West en - ### [slime](/foundations/llm-fundamentals/slime/index.md) by [THUKEG](https://huggingface.co/THUDM) THUDM slime GitHub repo: Megatron and SGLang based framework for RL post-training at scale, used for GLM. entity repo China en - ### [Solver-in-the-Loop](/foundations/llm-fundamentals/solver-in-the-loop/index.md) by [TUM Physics-based Simulation](https://ge.in.tum.de) TUM Solver-in-the-Loop GitHub repo: learning from differentiable physics to correct iterative PDE solvers. entity repo EU-DE en - ### [TabPFN (Prior Labs, Freiburg)](/foundations/llm-fundamentals/tabpfn-prior-labs-freiburg/index.md) by [Prior Labs](https://www.priorlabs.ai) Prior Labs TabPFN GitHub repo: foundation model for tabular classification and regression. entity repo West en - ### [THUDM (Tsinghua KEG) GitHub](/foundations/llm-fundamentals/thudm-tsinghua-keg-github/index.md) by [THUKEG](https://huggingface.co/THUDM) THUDM GitHub organisation (Tsinghua KEG and Zhipu): code for ChatGLM, GLM-4, CogVLM, CogVideoX and AgentBench. entity lab China en - ### [google-research/timesfm](/foundations/llm-fundamentals/timesfm/index.md) by [Google Research](https://research.google) Google Research TimesFM GitHub repo: pretrained time-series foundation model for forecasting. entity repo West en - ### [pytorch-image-models (timm)](/foundations/llm-fundamentals/timm/index.md) by [Hugging Face](https://huggingface.co/) Hugging Face timm GitHub repo: PyTorch image models, encoders and training scripts. entity repo West en - ### [Ultralytics YOLO](/foundations/llm-fundamentals/ultralytics-yolo/index.md) by [Ultralytics](https://ultralytics.com) Ultralytics GitHub repo: YOLO models for object detection, segmentation and pose estimation. entity repo West en - ### [verl](/foundations/llm-fundamentals/verl/index.md) by [verl-project](https://github.com/verl-project) verl GitHub repo (originally ByteDance): RL post-training framework used for RLVR. entity repo China en|zh - ### [verl / HybridFlow](/foundations/llm-fundamentals/verl-hybridflow/index.md) by [verl-project](https://github.com/verl-project) verl GitHub repo: HybridFlow framework for distributed RL post-training of LLMs. entity repo China; Singapore; international zh - ### [VinAI](/foundations/llm-fundamentals/vinai/index.md) by [VinAI](https://vinai.io/) VinAI site: Vietnamese company doing AI research and building applied AI products. entity org Vietnam en - ### [WGA: AI provisions of the 2023 MBA](/foundations/llm-fundamentals/wga-ai-provisions-of-the-2023-mba/index.md) by [Writers Guild of America West](https://wga.org/) WGA page on artificial intelligence provisions in the 2023 Minimum Basic Agreement. entity standard-policy US en - ### [X recommendation algorithm](/foundations/llm-fundamentals/x-recommendation-algorithm/index.md) by [X (fka Twitter)](https://github.com/twitter) twitter the-algorithm GitHub repo: source code of the X recommendation algorithm services. entity repo West en - ### [XGBoost Documentation](/foundations/llm-fundamentals/xgboost-non-nn-baseline/index.md) by [XGBoost project (DMLC)](https://xgboost.ai/) XGBoost documentation: distributed gradient boosting library, a standard non-neural baseline for tabular data. entity org West en - ### [3Blue1Brown Neural Networks](/foundations/llm-fundamentals/3blue1brown-neural-networks/index.md) by [Grant Sanderson (3Blue1Brown)](https://www.3blue1brown.com/) 3Blue1Brown neural networks series: visual video lessons explaining neural networks, backpropagation and transformers. Beginner learning_resource course US en - ### [An Introduction to Statistical Learning](/foundations/llm-fundamentals/an-introduction-to-statistical-learning/index.md) by [Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani](https://www.statlearning.com/) Author site for An Introduction to Statistical Learning, with free PDF and labs in R and Python. Beginner learning_resource course US en - ### [Deep Learning School (DLS) МФТИ](/foundations/llm-fundamentals/deep-learning-school-dls/index.md) by [Deep Learning School (MIPT)](https://dls.samcs.ru/) Deep Learning School from MIPT: free Russian-language online course on computer vision, NLP, LLMs and generative models. Beginner–Intermediate learning_resource course Russia ru - ### [fast.ai Practical Deep Learning](/foundations/llm-fundamentals/fast-ai-practical-deep-learning/index.md) by [fast.ai (Jeremy Howard)](https://www.fast.ai/) fast.ai Practical Deep Learning for Coders: free course teaching deep learning through code-first notebooks. Beginner learning_resource course Australia; international en - ### [HF Deep RL Course](/foundations/llm-fundamentals/hf-deep-rl-course/index.md) by [Hugging Face](https://huggingface.co/) Hugging Face Deep Reinforcement Learning Course: free course on RL theory and practice with hands-on units. Beginner–Intermediate learning_resource course US/France en - ### [Neural Networks: Zero to Hero (Karpathy)](/foundations/llm-fundamentals/neural-networks-zero-to-hero-karpathy/index.md) by [Andrej Karpathy](https://karpathy.ai/) Andrej Karpathy's Neural Networks: Zero to Hero video course, building micrograd, makemore, GPT and a tokenizer in code. Beginner–Intermediate learning_resource course US en - ### [Unsloth RL / GRPO guide](/foundations/llm-fundamentals/unsloth-rl-grpo-guide/index.md) by [Unsloth AI](https://unsloth.ai/) Unsloth reinforcement learning guide: training reasoning models with GRPO, with linked tutorials and advanced RL docs. Beginner–Intermediate learning_resource guide Australia/US en - ### [ImageNet Classification with Deep Convolutional Neural Networks (NeurIPS Proceedings)](/foundations/llm-fundamentals/alexnet/index.md) by [Alex Krizhevsky, Ilya Sutskever and Geoffrey E. Hinton (University of Toronto)](https://www.utoronto.ca/) AlexNet paper (NIPS 2012) by Krizhevsky, Sutskever and Hinton: deep convolutional network for ImageNet classification. Intermediate learning_resource guide West en - ### [AlphaGo](/foundations/llm-fundamentals/alphago/index.md) by [Google DeepMind](https://deepmind.google/) Google DeepMind AlphaGo page covering the Go-playing system, its matches and the research papers behind it. Intermediate learning_resource blog UK en - ### [AlphaStar: Mastering the real-time strategy game StarCraft II](/foundations/llm-fundamentals/alphastar-2/index.md) by [Google DeepMind](https://deepmind.google/) Google DeepMind post on AlphaStar, the reinforcement-learning system that reached Grandmaster level in StarCraft II. Intermediate learning_resource blog UK en [Previous page](/tags/non-llm-neural-networks-ml-foundations/index.md) [Next page](/tags/non-llm-neural-networks-ml-foundations/page/3/index.md) [Plain-text Markdown copy](/tags/non-llm-neural-networks-ml-foundations/page/2/index.md)