Renato Zimmermann (renatomatz)

renatomatz

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Company:University of Toronto

Location:Toronto, ON

Home Page:rmatz.xyz

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Renato Zimmermann's starred repositories

ChatDev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

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prima

PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell.

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G2EGM

Code for "A General Endogenous Grid Method for Multi-Dimensional Models with Non-Convexities and Constraints"

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SymbolicRegression.jl

Distributed High-Performance Symbolic Regression in Julia

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glum

High performance Python GLMs with all the features!

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DeepHypergraph

A pytorch library for graph and hypergraph computation.

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Dynare.jl

A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.

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liquidctl

Cross-platform CLI and Python drivers for AIO liquid coolers and other devices

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TensorOperations.jl

Julia package for tensor contractions and related operations

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Quantitative-Macro-Models

A collection of macroeconomic models with heterogenous agents written in python and matlab by me.

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NearestNeighbors.jl

High performance nearest neighbor data structures (KDTree and BallTree) and algorithms for Julia.

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NeuralOperators.jl

DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

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Time-Series-Library

A Library for Advanced Deep Time Series Models.

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MetaTransformer

Meta-Transformer for Unified Multimodal Learning

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gpu-workshop-JuliaCon23

Differentiable modelling on (multi)-GPUs workshop at JuliaCon23

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ClimateMARGO.jl

Julia implementation of MARGO, an idealized climate-economic modelling framework for Optimizing trade-offs between emissions Mitigation, Adaptation, carbon dioxide Removal, and solar Geoengineering.

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call_py_fort

Call python from fortran

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FLoops.jl

Fast sequential, threaded, and distributed for-loops for Julia—fold for humans™

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AdvancedScientificComputing

A short course on Julia and open-source software development

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ProfileView.jl

Visualization of Julia profiling data

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ProgressMeter.jl

Progress meter for long-running computations

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NeuralABM

Neural parameter calibration for multi-agent models. Uses neural networks to estimate marginal densities on parameters and networks

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StructuralEquationModels.jl

A fast and flexible Structural Equation Modelling Framework

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couplings

Unbiased MCMC with couplings

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SumOfSquares.jl

Sum of Squares Programming for Julia

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EconPDEs.jl

Solve non-linear HJB equations.

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sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

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