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A Python-embedded modeling language for convex optimization problems.
Created
2013-07-01
3,559 commits to master branch, last one a day ago
AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
Created
2011-02-15
9,014 commits to main branch, last one 14 days ago
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
Created
2016-08-12
293 commits to main branch, last one about a month ago
Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine...
Created
2023-05-02
88 commits to main branch, last one about a year ago
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
Created
2020-08-19
431 commits to stable branch, last one about a year ago
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
awesome
awesome-list
optimization
linear-programming
convex-optimization
integer-programming
linear-optimization
operations-research
discrete-optimization
mathematical-modelling
stochastic-optimization
mathematical-programming
mathematical-optimization
combinatorial-optimization
integer-linear-programming
Created
2023-10-31
33 commits to main branch, last one 13 days ago
OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
Created
2021-07-15
414 commits to main branch, last one about a year ago
A next-gen Lagrange-Newton solver for nonconvex optimization. It unifies barrier and SQP methods in a modern and generic way, and implements different globalization flavors (line search/trust region a...
cpp
optimization
newton-method
gradient-descent
local-optimization
optimization-solver
optimization-methods
interior-point-method
nonlinear-programming
quadratic-programming
nonconvex-optimization
nonlinear-optimization
numerical-optimization
continuous-optimization
optimization-algorithms
constrained-optimization
mathematical-programming
mathematical-optimization
nonlinear-programming-algorithms
sequential-quadratic-programming
Created
2021-09-29
1,624 commits to main branch, last one 15 hours ago
Formulate trained predictors in Gurobi models
Created
2022-04-22
1,277 commits to main branch, last one 4 days ago
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
optimization
meta-heuristic
metaheuristics
genetic-algorithm
optimization-tools
global-optimization
integer-programming
optimization-methods
discrete-optimization
stochastic-optimizers
black-box-optimization
constraint-programming
differential-evolution
evolutionary-algorithms
optimization-algorithms
mathematical-programming
mathematical-optimization
mixed-integer-programming
hyperparameter-optimization
global-optimization-algorithms
Created
2016-07-13
409 commits to master branch, last one 2 months ago
Investment Funnel 📈 is an open-source python platform designed for an easy development and backtesting of outperforming investment strategies.
Created
2021-07-09
774 commits to main branch, last one 2 days ago
Neuromorphic mathematical optimization with Lava
Created
2021-09-29
228 commits to main branch, last one 2 days ago
Deep Learning Specialization course offered by DeepLearning.AI on Coursera
Created
2023-01-22
50 commits to main branch, last one about a year ago
This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI
coursera
andrew-ng
assignment
tensorflow
transformers
deep-learning
specialization
backpropagation
deeplearning-ai
inductive-transfer
python-programming
hyperparameter-tuning
recurrent-neural-network
artificial-neural-network
mathematical-optimization
neural-network-architecture
convolutional-neural-network
Created
2023-05-03
96 commits to main branch, last one 8 months ago