statsqixu

statsqixu's Stars

• YaohuiZeng/grpregOverlap

  Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates

  Language:R206

• aangelopoulos/ppi_py

  A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

  Language:Python22416

• seandavi/awesome-single-cell

  Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.

  3.3k1k

• lotten/uci-thesis-latex

  LaTeX template for thesis and dissertation documents at UC Irvine

  Language:TeX7555

• kw2934/ARMUL

  Adaptive and Robust Multi-Task Learning

  Language:Jupyter Notebook101

• statsqixu/DEM

  Double Encoder Model (DEM): An indirect approach to estimate Individualized Treatment Rule (ITR) for Combination Treatment

  Language:Python1

• statsqixu/MLRWL

  Multi-Label Residual Weighted Learning (MLRWL) for individualized combination treatment rule

  Language:Python3

• py-why/EconML

  ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

  Language:Jupyter Notebook4k739

• unlearning-challenge/starting-kit

  Starting kit for the NeurIPS 2023 unlearning challenge

  Language:Jupyter Notebook380134

• ctlllll/reward_collapse

  Language:Python271

• kimmo1019/Roundtrip

  Roundtrip: density estimation with deep generative neural networks

  Language:Python6114

• liuhh02/game-theory-coursera

  Lecture Slides, Notes and Problem Set Answers to the Game Theory course on Coursera by Stanford University and The University of British Columbia

  7228

• SupeRuier/awesome-active-learning

  Everything you need about Active Learning (AL).

  86778

• orchidproject/active-crowd-toolkit

  ActiveCrowdToolkit: Benchmarking tools for crowdsourcing research

  Language:C#123

• JoKerDii/bspline-PyTorch-blocks

  A customized PyTorch layer and a customized PyTorch activation function using B-spline transformation

  Language:Python253

• patrick-kidger/torchcubicspline

  Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

  Language:Python24521

• Billy1900/Awesome-Differential-Privacy

  Differential private machine learning

  Language:Python19137

• google-research/disentanglement_lib

  disentanglement_lib is an open-source library for research on learning disentangled representations.

  Language:Python1.4k203

• sootlasten/disentangled-representation-papers

  A curated list of research papers related to learning disentangled representations

  46344

• SCXsunchenxi/ISMTS-Review

  Language:Python254

• wangshusen/DeepLearning

  Language:TeX3.9k847

• TrentoCrowdAI/crowdsourced-datasets

  Crowdsourced datasets including the individual crowd votes.

  Language:Python3812

• Ma-Lab-Berkeley/ReduNet

  ReduNet

  Language:Python53881

• HIPS/autograd

  Efficiently computes derivatives of NumPy code.

  Language:Python7.2k913

• pymanopt/pymanopt

  Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation

  Language:Python802150

• lezcano/geotorch

  Constrained optimization toolkit for PyTorch

  Language:Python66834

• sherpa-ai/sherpa

  Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.

  Language:JavaScript33554

• Aura-healthcare/hrv-analysis

  Package for Heart Rate Variability analysis in Python

  Language:Python40798

• fuhaoda/ITR

  Language:C++64

• cvxgrp/dccp

  A CVXPY extension for convex-concave programming

  Language:Python12431