Combinatorial optimization layers for machine learning pipelines
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Apr 17, 2025 - Julia
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structured-learning
Here are 20 public repositories matching this topic...
Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)
nlp machine-learning natural-language-processing deep-learning discourse-analysis argumentation nlp-machine-learning structured-learning
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Aug 1, 2017 - Python
Structured Gradient Tree Boosting
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Nov 6, 2018 - Python
Sequence Segmentation using Joint RNN and Structured Prediction Models (ICASSP 2017)
machine-learning deep-learning speech recurrent-neural-networks segmentation structured-learning structured-loss-function
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Feb 25, 2017 - Python
Automatic Measurement of Vowel Duration for Consonant Vowel Consonant (CVC) sound files (JASA 2016)
machine-learning phonetic-algorithm structured-learning duration-measurement vowel-duration automatic-measurement
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Feb 25, 2017 - Python
Risk Minimization Algorithms in Structured Prediction (JMLR 2016)
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Jan 26, 2017 - Java
An open source package for performing supervised learning in structured prediction tasks. It implements conditional random fields (CRFs) models from (1) first-order to higher-order linear-chain CRFs, and from (2) first-order to higher-order semi-Markov CRFs (semi-CRFs)
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May 3, 2019 - Python
Application of InferOpt.jl to the Stochastic Vehicle Scheduling Problem
machine-learning julia structured-learning combinatorial-optimization vehicle-scheduling-problem stochastic-vehicle-scheduling
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Apr 20, 2025 - Julia
Code for Joint Modeling of NER, Relation Extraction and Coreference Resolution using Constrained Conditional Models
nlp machine-learning natural-language-processing ner structured-learning joint-models relation-extraction coreference-resolution constrained-conditional-models
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Jun 2, 2017 - Java
CL Algorithm for Learning Bayesian Network Structures
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Feb 8, 2017 - Java
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Dec 22, 2017 - Python
A virtual machine setup providing common code and resources for the Relational Databases and Full Stack Fundamentals courses, designed to streamline the learning experience for full-stack development students.
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Jan 28, 2016 - Python
machine-learning bayesian-network bayesian-inference hill-climbing-search structured-learning pgm-network iiit-delhi bayesian-information-criterion
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Jul 7, 2017 - Jupyter Notebook
A curated collection of free, high-quality courses from top universities like MIT, Stanford, and Princeton, designed to provide an equivalent education to an undergraduate Computer Science degree using Python. Ideal for self-learners aiming to efficiently master computer science fundamentals without the need for general education courses.
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Apr 11, 2025
An algorithm to detect leaders in social groups, based on Structured Support Vector Machines.
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Mar 3, 2019 - MATLAB
Implementation of BatchSVM, introduced in Vural, Volkan, et al. "Using local dependencies within batches to improve large margin classifiers." Journal of machine learning research 10.Feb (2009): 183-206.
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Oct 31, 2016 - MATLAB
Neural Structured Learning (Adversarial) with TensorFlow
tensorflow neural-networks neural structured-learning adversarial-learning adversarial-machine-learning nsl adversarial-attacks neural-structured-learning
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Jan 10, 2021 - Python
A curated collection of free, high-quality courses from top universities, designed to provide the equivalent of an undergraduate Computer Science degree without general education requirements.
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Jan 20, 2019
My thesis
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Oct 11, 2017 - TeX
A curated collection of free, high-quality courses from top universities designed to provide a comprehensive education equivalent to an undergraduate Computer Science degree, with a focus on Python programming.
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Mar 1, 2023
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