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autoliterature

autoLiterature是一个基于Dropbox和Python的自动文献管理器。

bayesian-optimization

Python code for bayesian optimization using Gaussian processes

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bolt

10x faster matrix and vector operations.

chonghe-jiang.github.io

dac_publication

Github Companion to DAC Publication

distributed-logistic-regression

Distributed Implementation of a Multiclass Logistic Regression

fairai

This is a collection of papers and other resources related to fairness.

fl-optimal-client-sampling

gdnm

Generalized Damped Newton Method for solving Lasso

graph-partition-and-measures

Python code implementing a stable ensemble-based graph partition algorithm (ecg) and 11 graph-aware measures (gam) for comparing graph partitions.

heppcat.jl

Probabilistic PCA for samples with heterogeneous quality

lasso

Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic gradient descent variants.

logistic_regression

Serial, parallel and distributed implementation of Logistic Regression.

low-rank-phase-retrieval

MATLAB implementation of "Phaseless Low Rank Matrix Recovery and Subspace Tracking", ICML 2019, longer version to appear in IEEE Transactions on Information Theory, 2020.

low-rank_matrix-completion

[Tool] Low rank matrix recovery by minimizing matrix norm

multiobjective_ego_algorithms

The standard and parallel multiobjective EGO algorithms

normalizing-flows

A continuation of stochastic-modeling, examining Normalizing Flows and probability density approximation

paperarxiv

Another paper management tool

poster_template

some academic posters as references. May we have in-person poster session soon!

realnvp-demo-pytorch

robust-simulation-optimization-kriging

Robust Simulation Optimization Kriging

selection_ou_weights

sequential_chance_constrained

[OR 2011] Matlab code for Sequential Convex Approximations to Joint Chance Constrained Programs

simopt

A testbed of simulation-optimization problems and solvers

softflow

PyTorch implementation of SoftFlow

tjuthesis

LaTeX Thesis Template for Tongji University

tongji-beamer

tree-based-feature-aware-binning-for-individual-uncertainty-calibration

trumpets

official repo for Trumpets: Injective Flows for Inference and Inverse Problems