📚《统计学习方法-李航: 笔记》 200页PDF,公式细节讲解🎉
☆495Jul 13, 2025Updated 11 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☆2,066May 8, 2026Updated last month
- 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
- Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]☆6,297Aug 5, 2023Updated 2 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,621Nov 25, 2025Updated 6 months ago
- Regularization Paths for Huber Loss Regression and Quantile Regression Penalized by Lasso or Elastic-Net☆10Nov 9, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆12May 20, 2024Updated 2 years ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆863Feb 9, 2021Updated 5 years ago
- 《统计学习方法》的代码实现☆19,587Aug 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.🎉☆4,411Mar 19, 2026Updated 3 months ago
- ☕️ A vscode extension for netron, support *.pdmodel, *.nb, *.onnx, *.pb, *.h5, *.tflite, *.pth, *.pt, *.mnn, *.param, etc.☆14Jun 4, 2023Updated 3 years ago
- 这是一本中文 R 语言入门书,基于最新 tidyverse 包。☆539Oct 9, 2025Updated 8 months ago
- 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☆1,180Jun 4, 2022Updated 4 years ago
- 《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。☆1,701Apr 26, 2026Updated last month
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 🤖FFPA: Extends FlashAttention-2 via Split-D for large headdims, 1.5x~3×↑🎉 vs SDPA, up to 430T🎉 on H200.☆310Updated this week
- 周志华《机器学习》手推笔记☆3,777Mar 13, 2021Updated 5 years ago
- Super fast accurate face detector ! SCRFD(CVPR 2021) with MNN/TNN/NCNN/ONNXRuntime C++.☆20Jan 12, 2022Updated 4 years ago
- 李航统计学习方法 PPT☆119Nov 9, 2016Updated 9 years ago
- 💎An easy-to-use PyTorch library for face landmarks detection: training, evaluation, inference, and 100+ data augmentations.🎉☆271Jul 16, 2025Updated 11 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
- 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☆5,829Apr 29, 2019Updated 7 years ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,337Apr 20, 2026Updated last month
- The ChIP-Seq peak calling algorithm using convolution neural networks☆15Jan 18, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ✒统计学习方法第二版(李航) 学习笔记、代码实现、课后习题☆366Jul 23, 2019Updated 6 years ago
- A Rust library for data structures living in shared memory.☆14Jun 25, 2020Updated 5 years ago
- R语言小分队-二手车回归分析项目☆10Nov 27, 2021Updated 4 years ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,245May 29, 2026Updated 3 weeks ago
- 机器学习算法的公式推导以及numpy实现☆2,123May 2, 2023Updated 3 years ago
- 玩转数据处理120题—R语言tidyverse版本☆107Mar 26, 2023Updated 3 years ago
- Benchmark tests supporting the TiledCUDA library.☆19Nov 19, 2024Updated last year
- Miscellaneous code and projects☆10Jan 31, 2025Updated last year
- 飞桨护航计划集训营☆20May 25, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆27Updated this week
- 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!☆7,729Feb 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。☆78,297Jul 30, 2024Updated last year
- 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
- 《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☆16,635Nov 23, 2025Updated 6 months ago
- ☆13Jul 24, 2024Updated last year
- ☆157Mar 4, 2025Updated last year