📚《统计学习方法-李航: 笔记》 200页PDF,公式细节讲解🎉
☆496Jul 13, 2025Updated 10 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☆2,061May 8, 2026Updated 3 weeks ago
- 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]☆6,295Aug 5, 2023Updated 2 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,620Nov 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆865Feb 9, 2021Updated 5 years ago
- 《统计学习方法》的代码实现☆19,582Aug 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.🎉☆4,410Mar 19, 2026Updated 2 months ago
- ☕️ A vscode extension for netron, support *.pdmodel, *.nb, *.onnx, *.pb, *.h5, *.tflite, *.pth, *.pt, *.mnn, *.param, etc.☆14Jun 4, 2023Updated 2 years ago
- 这是一本中文 R 语言入门书,基于最新 tidyverse 包。☆537Oct 9, 2025Updated 7 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☆1,179Jun 4, 2022Updated 3 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。☆1,699Apr 26, 2026Updated last month
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆20Aug 3, 2025Updated 9 months ago
- 🤖FFPA: Extends FlashAttention-2 via Split-D for large headdims, 1.5x~3×↑🎉 vs SDPA, up to 430T🎉 on H200.☆299May 20, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 周志华《机器学习》手推笔记☆3,772Mar 13, 2021Updated 5 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 10 months ago
- 南瓜书:《机器学习》(西瓜书)公式详解☆25,840Apr 22, 2026Updated last month
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆116Dec 15, 2025Updated 5 months ago
- ✒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
- A Rust library for data structures living in shared memory.☆13Jun 25, 2020Updated 5 years ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆11,050May 17, 2026Updated last week
- 机器学习算法的公式推导以及numpy实现☆2,124May 2, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Benchmark tests supporting the TiledCUDA library.☆19Nov 19, 2024Updated last year
- DeepGEMM: clean and efficient FP8 GEMM kernels with fine-grained scaling☆24May 20, 2026Updated last 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!☆7,723Feb 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。☆77,927Jul 30, 2024Updated last year
- 🔥Robust Video Matting C++ inference toolkit with ONNXRuntime、MNN、NCNN and TNN, via lite.ai.toolkit.☆142Jul 29, 2024Updated last year
- ☆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☆16,583Nov 23, 2025Updated 6 months ago
- ☆13Jul 24, 2024Updated last year
- 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.
- ☆157Mar 4, 2025Updated last year
- A benchmarking tool for comparing different LLM API providers' DeepSeek model deployments.☆31Mar 28, 2025Updated last year
- A distributed in-memory store for temporal knowledge graphs☆10Mar 20, 2024Updated 2 years ago
- PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/☆3,644Jan 18, 2026Updated 4 months ago
- ☆10Jul 18, 2024Updated last year
- ☆47Jun 7, 2024Updated last year
- ☆33May 20, 2024Updated 2 years ago