Pinned Repositories
CaVE
Cone-Aligned Vector Estimation for End-to-End Binary Linear Programming
PyEPO
A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming
Coursera_Big_Data_for_Data_Engineers
Assignments for Big Data for Data Engineers specialization on Coursera by Yandex.
Coursera_Discrete_Optimization
Exact and meta-heuristic algorithms for NP problems
GradNorm
PyTorch implementation of the GradNorm
LeetCode
My solutions for LeetCode
ModularGAN
Unofficial PyTorch Implementation of ModularGan
Optimal_Classification_Trees
Three MIP models for optimal classification tree: OCT, binOCT, flowOCT
PyEPO-PredOpt-Chinese-Tutorial
neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
LucasBoTang's Repositories
LucasBoTang/GradNorm
PyTorch implementation of the GradNorm
LucasBoTang/Optimal_Classification_Trees
Three MIP models for optimal classification tree: OCT, binOCT, flowOCT
LucasBoTang/Coursera_Discrete_Optimization
Exact and meta-heuristic algorithms for NP problems
LucasBoTang/ModularGAN
Unofficial PyTorch Implementation of ModularGan
LucasBoTang/LeetCode
My solutions for LeetCode
LucasBoTang/PyEPO-PredOpt-Chinese-Tutorial
LucasBoTang/Gradient_Descent_for_Convex_Quadratic
Implement the classical gradient descent method using different step size rules
LucasBoTang/Cloud_Computing_with_Stochastic_Programming_Decomposition
Optimizing Costs for Cloud Computing with Stochastic Programming
LucasBoTang/Concurrent_Traffic_Simulation
Udacity C++ Project Concurrent Traffic Simulation
LucasBoTang/Coursera_Algorithms
Coursera Algorithms Specialization by Stanford University
LucasBoTang/Coursera_Deep_Learning
Deep Learning Specialization by deeplearning.ai on Coursera.
LucasBoTang/Operations-Research-Science.github.io
『运筹OR帷幄』official web
LucasBoTang/Real_Estate_Management_Data_Analysis
Data analysis for real estate management
LucasBoTang/Route_Planning
Route Planning on OpenStreetMap
LucasBoTang/Algorithms-Stanford
Assignments (Python) in Algorithms Courses of Stanford University at Coursera
LucasBoTang/CS5800_Algorithms
Progamming assignments for CS5800 Algorithms
LucasBoTang/Made_Up_Programming_Language
MUPL language interpreter implemented by Racket
LucasBoTang/Piecewise_Affine_Fitting
MIP for the piecewise affine fitting problem
LucasBoTang/CSC2515_Bike_Sharing
Sharing Bike Usage Prediction in the City of Toronto
LucasBoTang/Disaster_Response_Pipeline
Natural language processing for disaster message classfication
LucasBoTang/Draw_Ellipse_from_Matrix_and_Ellipsoid_Method
Ellipsoid Method and visualization
LucasBoTang/Edx_Machine_Learning
Projects of Edx Columbia University's machine learning course
LucasBoTang/fnnls
[PyPi Package] Implementation of the Fast Nonnegative Least Squares algorithm.
LucasBoTang/Memory_Management_Chatbot
LucasBoTang/Multi-Task_Predict-then-Optimize
Multi-task end-to-end predict-then-optimize
LucasBoTang/neural-rewriter
Learning to Perform Local Rewriting for Combinatorial Optimization
LucasBoTang/neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
LucasBoTang/Recommendations_with_IBM
Recommendation systems for articles on the IBM Watson Studio platform
LucasBoTang/SA_Cityscapes_Pipeline
LucasBoTang/System_Monitor
Linux system monitor