structured-learning
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Build real C projects with 18 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.
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Dec 7, 2025
Combinatorial optimization layers for machine learning pipelines
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Nov 24, 2025 - Julia
Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)
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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)
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Feb 25, 2017 - Python
Automatic Measurement of Vowel Duration for Consonant Vowel Consonant (CVC) sound files (JASA 2016)
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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
Build real Golang projects with 5 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.
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Oct 23, 2025
Application of InferOpt.jl to the Stochastic Vehicle Scheduling Problem
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May 19, 2025 - Julia
Code for Joint Modeling of NER, Relation Extraction and Coreference Resolution using Constrained Conditional Models
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Jun 2, 2017 - Java
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Dec 22, 2017 - Python
Free Golang tutorials for beginners with 10 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.
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Oct 23, 2025
CL Algorithm for Learning Bayesian Network Structures
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Feb 8, 2017 - Java
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
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Jul 7, 2017 - Jupyter Notebook
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
An algorithm to detect leaders in social groups, based on Structured Support Vector Machines.
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Mar 3, 2019 - MATLAB
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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