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Convex optimization for statistics and machine learning

TeX 16 4 Updated Jan 11, 2025
C++ 75 9 Updated Jan 2, 2025

Reproducible data analysis for "Inferring causal genotype-phenotype relationships for population-sampled parent-child trios" by Tang, Cabreros, and Storey

HTML 2 Updated Jan 9, 2025

Official Github for Wharton STAT 4830

Jupyter Notebook 21 Updated Jan 27, 2025

Animation engine for explanatory math videos

Python 74,532 6,494 Updated Jan 8, 2025

Compositional Linear Algebra

Python 456 32 Updated Jan 26, 2025

A lightweight version of R Markdown

R 191 5 Updated Jan 22, 2025

R package wrapping the Python package adelie.

R 4 Updated Nov 21, 2024

A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.

C++ 30 3 Updated Nov 27, 2024

R toolkit for single cell genomics

R 2,354 927 Updated Jan 24, 2025

Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.

Julia 188 16 Updated Jan 29, 2025
Python 13 1 Updated Jun 12, 2024

Advanced Topics in Causal Inference PLSC 40601

TeX 31 6 Updated Apr 25, 2024

Accurate sample inference from amplicon data with single nucleotide resolution

R 484 144 Updated Jan 8, 2025

DSL for experimental design and statistical analysis

Python 255 32 Updated Aug 5, 2022

The course text for MIT 6.832 (and 6.832x on edX)

HTML 782 216 Updated Jan 25, 2025
Julia 7 1 Updated Mar 20, 2023

Universal Scene Description

C++ 6,326 1,249 Updated Jan 29, 2025

RNA-seq aligner

C 1,908 513 Updated Jun 28, 2024

COIN-OR Interior Point Optimizer IPOPT

C++ 1,482 290 Updated Dec 14, 2024

Materials and syllabus for Cornell ORIE 7391, Faster: Algorithmic Ideas for Speeding Up Optimization

TeX 22 11 Updated May 9, 2022

Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding

Python 4 Updated Feb 1, 2023

An open-source C++ library developed and used at Facebook.

C++ 28,924 5,635 Updated Jan 29, 2025

Fast exhaustive tree search for policy learning

Rust 7 Updated Oct 2, 2023

data repository for publicly available code and data of "Low-intensity fires mitigate the risk of catastrophic wildfires in California's forests"

R 6 1 Updated Mar 6, 2024

UC Berkeley's software and documentation for Breakthrough Listen data

Jupyter Notebook 187 56 Updated Aug 7, 2024

Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.

Python 211 33 Updated Aug 1, 2024

Metalearners for Survival Data

R 13 1 Updated Jul 31, 2023

Independent Hypothesis Weighting for multiple testing with side-information in Julia

Julia 6 1 Updated Aug 1, 2023
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