statmlben / CUHK-STAT3009Links
Recommender systems in Python
☆30Updated last week
Alternatives and similar repositories for CUHK-STAT3009
Users that are interested in CUHK-STAT3009 are comparing it to the libraries listed below
Sorting:
- This repository contains a list of awesome literature in statistics and machine learning.☆13Updated last year
- CUHK-SToAT: Open Statistical Toolkits☆19Updated last week
- nl-causal: nonlinear causal inference based on IV regression in Python☆16Updated last year
- Significance tests of feature relevance for a black-box learner☆19Updated last year
- Must-read papers and resources related to causal inference and machine (deep) learning☆739Updated 2 years ago
- ☆281Updated 2 years ago
- ☆19Updated 3 weeks ago
- This repository is the demo implementation of [Deep Dimension Reduction for Supervised Representation Learning].☆11Updated last year
- Python implementation of the GES algorithm for causal discovery, from the 2002 paper "Optimal Structure Identification With Greedy Search…☆61Updated 7 months ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆341Updated last year
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆176Updated last year
- Short tutorials on the use of machine learning methods for causal inference☆48Updated 2 years ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆148Updated last year
- A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matr…☆128Updated last year
- ☆190Updated 2 years ago
- Applied Multivariate Statistical Analysis | PKU 2019 Fall☆90Updated 3 years ago
- ☆14Updated last year
- My notes from class☆74Updated 7 years ago
- DAGs with NO TEARS: Continuous Optimization for Structure Learning☆649Updated last year
- For sharing purposes☆27Updated last year
- Missing value imputation using Gaussian copula☆38Updated last year
- ☆236Updated 2 years ago
- A data index for learning causality.☆478Updated 2 years ago
- ☆25Updated 3 years ago
- Makes algorithms/code in Tetrad available in Python via JPype☆87Updated 3 weeks ago
- Code for "Learning End-to-End Patient Representations through Self-Supervised Covariate Balancing for Causal Treatment Effect Estimation"☆24Updated 2 years ago
- Feature selection in neural networks☆243Updated last year
- Tools for conformal inference in regression☆249Updated last year
- ☆30Updated last month
- Resources for education in statistics and machine learning: from advanced undergraduate to research level☆100Updated last year