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Deep neural networks for density functional theory Hamiltonian.
🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.
Experimental design and (multi-objective) bayesian optimization.
The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
RadonPy is a Python library to automate physical property calculations for polymer informatics.
[IJCAI'22] Official code: Art Creation With Multi-Conditional StyleGANs
MatDeepLearn, package for graph neural networks in materials chemistry
Code of Feature Completion for Occluded Person Re-Identification (TPAMI 2021).
Python implementation of the IOU Tracker
run YOLO (object detection model) on various frameworks
Dataset of the paper "Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPS"
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…
solve simple circle packing problem with demo drawed with opencv. [NP, combinatorial optimization, metaheuristic, tabu search, local search, visualization, opencv]
Simple app to pack small circles into a larger circle
benchmark solutions for selected packing problems: circle, rectangle, cube, cuboid, polygon packings
Playground of Metric Learning with MNIST @pytorch. We provide ArcFace, CosFace, SphereFace, CircleLoss and visualization.