📚《统计学习方法-李航: 笔记》 200页PDF，公式细节讲解🎉
☆495Jul 13, 2025Updated 9 months ago
Alternatives and similar repositories for lihang-notes
Users that are interested in lihang-notes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual☆2,051Apr 30, 2026Updated last week
- 李航统计学习方法（第二版）的学习笔记，包括：1、每章重点公式的手动推导 2、每章算法的Python自实现 3、学习过程中的笔记与心得 4、每章节的课后习题 5、每周都会按照至少一周一章的进度定时将自己的学习进度更新到这个仓库☆128Jan 17, 2021Updated 5 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,616Nov 25, 2025Updated 5 months ago
- Regularization Paths for Huber Loss Regression and Quantile Regression Penalized by Lasso or Elastic-Net☆10Nov 9, 2024Updated last year
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。☆864Feb 9, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 《统计学习方法》的代码实现☆19,581Aug 22, 2023Updated 2 years ago
- 🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉☆4,406Mar 19, 2026Updated last month
- ☕️ A vscode extension for netron, support *.pdmodel, *.nb, *.onnx, *.pb, *.h5, *.tflite, *.pth, *.pt, *.mnn, *.param, etc.☆14Jun 4, 2023Updated 2 years ago
- VidKV: Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models☆26Mar 26, 2025Updated last year
- Self-training LLaVA for medical☆16Nov 3, 2024Updated last year
- Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现☆1,181Jun 4, 2022Updated 3 years ago
- FFPA: Extend FlashAttention-2 with Split-D, ~O(1) SRAM complexity for large headdim, 1.8x~3x↑🎉 vs SDPA.☆277Updated this week
- 《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。☆1,695Apr 26, 2026Updated last week
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 周志华《机器学习》手推笔记☆3,770Mar 13, 2021Updated 5 years ago
- 李航统计学习方法 PPT☆118Nov 9, 2016Updated 9 years ago
- 💎An easy-to-use PyTorch library for face landmarks detection: training, evaluation, inference, and 100+ data augmentations.🎉☆270Jul 16, 2025Updated 9 months ago
- 主要是在学习李航的统计学习方法和周志华的机器学习西瓜书的笔记和相关的代码实现☆33Oct 29, 2019Updated 6 years ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,797Apr 22, 2026Updated 2 weeks ago
- 致力于将李航博士《统计学习方法》一书中所有算法实现一遍☆5,837Apr 29, 2019Updated 7 years ago
- This repository contains the code and released models for the paper Segmenting Text and Learning Their Rewards for Improved RLHF in Langu…☆19Jan 8, 2025Updated last year
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,198Apr 20, 2026Updated 2 weeks ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆113Dec 15, 2025Updated 4 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ✒统计学习方法第二版（李航） 学习笔记、代码实现、课后习题☆367Jul 23, 2019Updated 6 years ago
- Camouflage YOLO - (CAMOLO) trains adversarial patches to confuse the YOLO family of object detectors.☆12Oct 20, 2022Updated 3 years ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆10,865Updated this week
- 机器学习算法的公式推导以及numpy实现☆2,123May 2, 2023Updated 3 years ago
- 飞桨护航计划集训营☆20Apr 20, 2026Updated 2 weeks ago
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆22Updated this week
- 对外经济贸易大学计量经济学笔记☆29Jun 11, 2022Updated 3 years ago
- 周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！☆7,706Feb 26, 2022Updated 4 years ago
- 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。☆77,678Jul 30, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 微信Ipad协议golang版本，基于grpc的实现策略。这套代码需要通过gprc服务端组包解包才可以正常使用☆13Jul 8, 2019Updated 6 years ago
- ☆23Sep 3, 2020Updated 5 years ago
- ☆14Nov 4, 2021Updated 4 years ago
- 《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases☆16,525Nov 23, 2025Updated 5 months ago
- ☆13Jul 24, 2024Updated last year
- ☆157Mar 4, 2025Updated last year
- A benchmarking tool for comparing different LLM API providers' DeepSeek model deployments.☆31Mar 28, 2025Updated last year