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GitHub topics: model-learning

SPL-BGU/numeric-sam

Implementation of the Numeric SAM algorithm

Language: PDDL - Size: 6.24 MB - Last synced at: 4 days ago - Pushed at: 27 days ago - Stars: 5 - Forks: 0

DES-Lab/AALpy

An Automata Learning Library Written in Python

Language: Python - Size: 25.6 MB - Last synced at: about 21 hours ago - Pushed at: about 1 month ago - Stars: 181 - Forks: 27

assist-project/dtls-fuzzer

Protocol state machine learner and fuzzer for DTLS servers and clients

Language: C - Size: 50.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 37 - Forks: 9

SPL-BGU/conditional-sam

Repository for the code representing the Conditional SAM algorithm published in ICAPS 2024

Language: Python - Size: 75.2 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

milahu/z3gi

Grammatical inference using the Z3 SMT solver

Language: Python - Size: 701 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

Muavia1/PsuedoCode-to-Code-Generation-using-Transformers-Architecture-using-PyTorch

PsuedoCode2Code is a transformer-based deep learning model that translates human-readable pseudocode into programming code. This project aims to assist developers, students, and educators by providing a structured way to convert psuedo code to c++ code.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

cpml-au/AlpineGP

Symbolic regression of physical models via Genetic Programming.

Language: Python - Size: 11.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 4

haozhg/odmd

AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)

Language: Python - Size: 938 KB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 20

sherwinshen/pac_learn_RTAs

🔧 A prototype tool on learning real-time automata based on pac.

Language: Python - Size: 202 KB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 0

sherwinshen/pac_learn_DOTAs

🔨 A prototype tool for learning DOTAs based on PAC.

Language: Python - Size: 84 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

haozhg/oml

AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control

Language: Python - Size: 1.22 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 5

sherwinshen/TAs-learning-site

🏆 时间自动机模型学习工具站点(Timed Automata)

Language: Python - Size: 981 KB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

sherwinshen/mut_learn_DOTAs

🔨 A prototype tool for learning DOTAs based on mutation testing.

Language: Python - Size: 342 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

sherwinshen/exact_learn_DOTAs

🔨 A prototype tool for learning DOTAs exactly.

Language: Python - Size: 45.9 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

sahandkhoshdel99/Reinforcement-Learning-

Language: Jupyter Notebook - Size: 209 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Mesbah-Lab-UCB/Performance-Oriented-DNN-MPC

Performance-oriented model learning for control via multi-objective Bayesian optimization

Language: Jupyter Notebook - Size: 8.25 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

TathagataChakraborti/survey-visualizer

Visualization of survey data.

Language: JavaScript - Size: 6.12 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 8

kausiksivakumar/TOM

Official implementation of L4DC 2023 paper Transition Occupancy Matching -Learning Policy-Aware Models for Model-Based Reinforcement Learning via Transition Occupancy Matching

Language: Python - Size: 4.36 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

sisl/mechamodlearn

Structured framework for learning mechanical systems in PyTorch

Language: Python - Size: 36.1 KB - Last synced at: 9 months ago - Pushed at: about 6 years ago - Stars: 23 - Forks: 5

TimoBolkart/RobustMultilinearModel

The provided program robustly learns a multilinear face model from databases with missing data, corrupt data, wrong semantic correspondence, and inaccurate vertex correspondence.

Language: C++ - Size: 3.1 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

TimoBolkart/MultilinearMDL

The provided program jointly optimizes a multilinear face model and the registration of the face scans used for model training.

Language: C++ - Size: 2.29 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

shbz80/model_learning

Code for the paper Data-efficient model learning and prediction for contact-rich manipulation tasks, RA-L, 2020

Language: Python - Size: 1.78 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

shbz80/model_learning_v2

Code for the paper Data-efficient model learning and prediction for contact-rich manipulation tasks, RA-L, 2020

Language: Jupyter Notebook - Size: 881 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

haozhg/odmd-matlab

Matlab implementation of online and window dynamic mode decomposition algorithms

Language: MATLAB - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

alspitz/issgpr

Incremental Sparse Spectrum Gaussian Process Regression

Language: C++ - Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

Elblot/ASSESS

ASSESS is a passive model learning method for IoT device, that infers a system of LTSs (Labelled Transition Systems) from execution traces. Each LTS of the system will represent a different component of the device.

Language: Java - Size: 10 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

Related Keywords
model-learning 26 timed-automata 5 machine-learning 4 robotics 4 automata 4 active-learning 3 system-identification 3 online-optimization 3 online-learning 3 model-reduction 3 automata-learning 3 inverse-problems 3 python 3 data-driven-model 3 dynamical-systems 3 3d-face-modelling 2 computer-graphics 2 computer-vision 2 pytorch 2 nonlinear-dynamics 2 ai 2 ai4science 2 control-theory 2 minimum-description-length 2 morphable-model 2 gaussian-processes 2 reduced-order-models 2 regression 2 research-paper 2 monte-carlo 1 n-armed-bandit-problem 1 n-step-expected-sarsa 1 mpc 1 n-step-tree-backup 1 mobo 1 policy-gradient 1 policy-iteration 1 q-learning 1 sarsa-learning 1 transfer-learning 1 control 1 ucb-algorithm 1 value-iteration 1 black-box-optimization 1 lts 1 ktail 1 iot-device 1 random-fourier-features 1 random-fourier 1 linear-regression 1 incremental-regression 1 gaussian-process 1 fourier-features 1 deep-learning 1 unscented-transformation 1 svm-classifier 1 hybrid-systems 1 gmm-clustering 1 physics 1 lagrangian 1 reinforcement-learning 1 model-based-reinforcement-learning 1 virtual-reality 1 survey 1 mixed-reality 1 human-robot-interaction 1 explainable-ai 1 automated-planning 1 augmented-reality 1 grammar-induction-algorithms 1 dfa-learning 1 planning 1 fuzzing-framework 1 dtls 1 test-case-generation 1 rpni 1 pushdown-automata 1 probabilistic-automata 1 model-mining 1 model-based-testing 1 markov-decision-processes 1 markov-chain 1 lstar 1 kv 1 finite-state-machine 1 equivalence-oracles 1 dfa 1 context-free-grammar 1 alergia 1 numeric-planning 1 convex-hull-algorithms 1 continous-learning 1 model-based-rl 1 epsilon-greedy 1 dynamic-programming 1 dqn 1 double-q-learning 1 cognitive-fallacies 1 behavioral-economics 1 mutation-testing 1