pengfzhou Goto Github PK

01_solver

boltzmann.jl

Restricted Boltzmann Machines in Julia

bpgcn

benchmarks for evaluating GCN

codon

A high-performance, zero-overhead, extensible Python compiler using LLVM

consequences

data

demo

erdos_neu

Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"

flax

Flax is a neural network library for JAX that is designed for flexibility.

graphs.jl

Working with graphs in Julia

learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

linear-programming

interior point method for linear programming

little-tsp

A C++ implementation of the branch and bound TSP algorithm described by Little et al in their 1963 paper

mcgl

neurips2021-ml4co-kida

1st Solution For NeurIPS 2021 Competition on ML4CO Dual Task

ngcn

A PyTorch implementation of "A Higher-Order Graph Convolutional Layer" (NeurIPS 2018).

or-tools

Google's Operations Research tools:

proxsuite

The Advanced Proximal Optimization Toolbox

pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

qibo

A framework for quantum computing with hardware acceleration.

qpdo

The Quadratic Primal-Dual Optimizer

semiring-einsum

Generic PyTorch implementation of einsum that supports different semirings

simd2

semiring

simplex-algorithm

this include C++ implementation for Linear programming Simplex method

stba

Stochastic Bundle Adjustment for Efficient and Scalable Structure from Motion (ECCV 2020)

tensor-network

terminal

The new Windows Terminal, and the original Windows console host -- all in the same place!

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

vamp

Vector Approximate Message Passing (VAMP)