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Oliver Schulz oschulz

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  • Max Planck Institute for Physics
  • Munich
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oschulz / symbolic_ml_optimization.jl
Created November 21, 2023 16:43
Demo of symbolic optimization of sparse ML models using Julia and Symbolics.jl
using Flux, StatsBase, Symbolics, SparseArrays, StaticArrays, Functors, BenchmarkTools
# Simple dummy ML classifier model:
ninputs = 10
nlatent = 40
model = Chain(
Dense(ninputs => nlatent, relu),
Dense(nlatent => nlatent, relu),
@oschulz
oschulz / cxx_class_init_test.jl
Last active August 8, 2016 00:29
using Cxx
cxx"""
#include <iostream>
class MyClass {
public:
int i = 0;
MyClass() { std::cerr << "INFO: MyClass()" << std::endl; }
MyClass(int j) : i(j) { std::cerr << "INFO: MyClass(" << i << ")" << std::endl; }
@oschulz
oschulz / plots-contours-viridis.ipynb
Created April 13, 2016 14:50
Plots.jl contour plot with viridis color map
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@oschulz
oschulz / cxx_root_gui.jl
Last active January 13, 2016 23:19
Using CERN ROOT GUI features from Julia
# Copyright (C) 2016 Oliver Schulz <oschulz@mpp.mpg.de>
# Licensed under the MIT License: http://opensource.org/licenses/MIT
# Note: Currently only works with ROOT-5, not ROOT-6, due to LLVM clashes
# between Cling and Julia.
using Cxx
using Distributions
incdir = strip(readall(`root-config --incdir`))
@oschulz
oschulz / cxx_root_ttree.jl
Last active January 13, 2016 23:19
Writing a CERN ROOT TTree from Julia using Cxx.jl
# Copyright (C) 2016 Oliver Schulz <oschulz@mpp.mpg.de>
# Licensed under the MIT License: http://opensource.org/licenses/MIT
# Note: Currently only works with ROOT-5, not ROOT-6, due to LLVM clashes
# between Cling and Julia.
using Cxx
using Distributions
incdir = strip(readall(`root-config --incdir`))