☆287Nov 20, 2022Updated 3 years ago
Alternatives and similar repositories for ESL_Solution
Users that are interested in ESL_Solution are comparing it to the libraries listed below
Sorting:
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,720Dec 30, 2025Updated 2 months ago
- My solutions to problems of The Elements of Statistical Learning by Profs. Hastie, Tibshirani, and Friedman.☆91Apr 2, 2019Updated 6 years ago
- [SCIS] MULTI-Benchmark: Multimodal Understanding Leaderboard with Text and Images☆44Nov 19, 2025Updated 4 months ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆912Jul 18, 2021Updated 4 years ago
- ☆17Jul 13, 2024Updated last year
- Examples for computing regression standard errors in Python with statsmodels☆15Feb 1, 2024Updated 2 years ago
- Self-study on Larry Wasserman's "All of Statistics"☆1,212Dec 11, 2022Updated 3 years ago
- python implementation of Peng Ding's "First Course in Causal Inference"☆182Jun 6, 2024Updated last year
- Demo for MLOps with Azure Machine Learning☆11Jul 5, 2022Updated 3 years ago
- This is the R implementation of a robust correlation matrix estimator usefull in case of high-dimensional data to remove the bias. It al…☆14Mar 10, 2019Updated 7 years ago
- Summary of useful results in Causal Inference☆19May 8, 2021Updated 4 years ago
- Jackknife Instrumental Variables Estimation☆14Apr 21, 2025Updated 10 months ago
- This is a read-only mirror of the CRAN R package repository. timeROC — Time-Dependent ROC Curve and AUC for Censored Survival Data☆10Jan 29, 2020Updated 6 years ago
- Sparse Bayesian Infinite Factor Models☆12Apr 13, 2020Updated 5 years ago
- Based on EEG signal, the differential entropy feature is extracted, and the convolution neural network based on time domain network and a…☆13Sep 21, 2022Updated 3 years ago
- Optimal Hangman-playing Python Script☆10Mar 6, 2016Updated 10 years ago
- Code to replicate the simulation study in the paper "Calibrating doubly-robust estimators with unbalanced treatment assignment"☆15May 20, 2024Updated last year
- A curated list of awesome deep causal learning methods since 2018☆18Jan 20, 2023Updated 3 years ago
- Code to reproduce the paper "Do causal predictors generalize better to new domains?"☆15Feb 7, 2025Updated last year
- A hybrid quantum-classical neural network simulation platform. Quantum simulation uses QTensor, a state-of-the-art tensor network-based s…☆14Jun 27, 2023Updated 2 years ago
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆11Nov 29, 2024Updated last year
- ☆19Aug 24, 2021Updated 4 years ago
- ☆13Mar 2, 2025Updated last year
- This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…☆39Mar 2, 2023Updated 3 years ago
- Code base for "Arousal as a universal embedding for spatiotemporal brain dynamics"☆21Feb 5, 2026Updated last month
- Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design S…☆44May 20, 2025Updated 10 months ago
- ACL24☆11Jun 7, 2024Updated last year
- Answers to review questions and analytical exercises of the Econometrics (Hayashi, 2000) textbook.☆39Jun 8, 2018Updated 7 years ago
- source code for paper "Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models"☆34Jun 20, 2024Updated last year
- 关于causal discovery, invariant learning, machine learning等方向的论文阅读笔记和slides总结☆34Jun 10, 2025Updated 9 months ago
- This function is given to plot the Hilbert Huang Spectrum☆13May 1, 2019Updated 6 years ago
- A novel unsupervised batch removal framework, called iMAP, based on neural networks.☆35Jan 12, 2022Updated 4 years ago
- A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).☆76Updated this week
- Princeton Algorithm solution. 普林斯顿算法公开课大作业题解（共10个）。☆15Nov 17, 2019Updated 6 years ago
- Scripts needed to generate the figures for the Monocle 2 paper (Qiu et al, 2017)☆29Jul 1, 2020Updated 5 years ago
- ☆21Updated this week
- Clinical data for the TCGA PanCancer Atlas☆17Jul 12, 2019Updated 6 years ago
- Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…☆18Mar 6, 2024Updated 2 years ago
- A comprehensive time-series dataset survey☆20Aug 1, 2022Updated 3 years ago