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adm-vrp

Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)

attention-learn-to-route

Attention based model for learning to solve different routing problems

benchmarking-gnns

Repository for benchmarking graph neural networks

closest-pair-of-points-algorithm---animated

Step by step animated version of closest pair of points algorithm.

co-with-gnns-example

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

design_automation

Kernighan-Lin 2-way partitioning && data structures for maintaining and describing netlist components in PYTHON

eda-tools-in-asic-design-flow

Python Implementation of Heuristic Algorithms used for Placement and Routing in Chip Design

flare

Flare is an new GNN-based Open Source tool can apply to Dreamplace post-processing, so that can achieve faster and more accurate layout design.

graph

GraphEmbedding and Graph Neural Network

itc99-poli

ITC'99 benchmarks developed in the CAD Group at Politecnico di Torino (I99T)

iterative-deepening-search-algorithm-implementation-on-n-tile-problem

There are two common ways to traverse a graph, BFS and DFS. Considering a Tree (or Graph) of huge height and width, both BFS and DFS are not very efficient due to following reasons. DFS first traverses nodes going through one adjacent of root, then next adjacent. The problem with this approach is, if there is a node close to root, but not in first

matplotlib_tutorial

Source code to go along with my tutorial to learn data visualization with the matplotlib library of Python

matrix_multiplication

Multiplying matrices using multiprocessing

my_game_bot

mytest

My work on a netlist parser. The netlist is of logic circuit consisting of gates. Parser displays the various details of the circuit......But i wasn't able to store the circuit in a data structure.

parallel_sorting

Sorting with uncontrollable forking

pyqt_genetic_algo

genetic algorithm usage for routing optimization ( pyqt )

pytorch_geometric

Graph Neural Network Library for PyTorch

routing-visualization

Routing Visualization for Physical Design

spice-dataset-utilities

SPICE Netlist Dataset Creation Utilities

spice-netlist-generator

The Code generates the data part of the SPICE netlist of a given Boolean Expressions

standard-cell-placement-engine

Simulated Annealing based fixed-die standard cell placement engine for IBM benchmark netlists