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13 search results found
Modelingtoolkit.jl
⭐
1,292
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
Kotlingrad
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489
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
Metatheory.jl
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321
General purpose algebraic metaprogramming and symbolic computation library for the Julia programming language: E-Graphs & equality saturation, term rewriting and more.
Hashedexpression
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41
Type-safe modelling DSL, symbolic transformation, and code generation for solving optimization problems.
Autodiff
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34
Symbolic differentiation engine for optimization-based machine learning models.
Swiglpk
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26
Simple swig bindings for the GNU Linear Programming Kit
Optimal_transaction_execution
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24
This entry contains two topics The first item is entirely based on the following paper: http://sfb649.wiwi.hu-berlin.de/papers/pdf/SFB649D It contains 2 MATLAB demonstrating script : DATA_preprocessing.m & VAR_modeling_script.m DATA_preprocessing.m uses the LOBSTER framework (https://lobster.wiwi.hu-berlin.de/) to preprocess high frequency data from the NASDAQ Total View ITCH (csv files) allowing us to reconstruct exactly at each time the order book up to ten depths. Just loo
Rbfnet
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23
RBF Network using Theano, climin, and sklearn.
Tenscalc
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13
A Matlab toolbox for nonlinear optimization using symbolic tensor calculus
Javacalculus
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8
Symbolic multivariate differentiation of arbitrary order and adaptive optimization.
Gradient_optimizers
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8
Python package for wrapping gradient optimizers for models in Theano
Py Cgraph
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6
🍊 Intro to symbolic computation in Python including applications to function optimization, physics simulation and more. Includes notebooks on back-propagation, auto-diff and more.
Sympp
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5
SymPP: A Symbolic Library that compiles itself
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1-13 of 13 search results
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