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astnn

astnn-predict-method-name

awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

bi-tbcnn

Bilateral Neural Network implementation in Tensorflow

deeptyper

dgcnn

Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).

dgcnn-tensorflow

tensorflow version of DGCNN of An End-to-End Deep Learning Architecture for Graph Classification

discopop

DiscoPoP - Discovery of Potential Parallelism

ggnn.tensorflow

Tensorflow implementation of Gated Graph Neural Network for Graph Classification

ggnn_graph_classification

[UNMAINTAINED] A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) for Graph Classification

matmul

Benchmarking matrix multiplication implementations

mlir-standalone-template

An out-of-tree MLIR dialect template.

my-astnn

ncc

Neural Code Comprehension: A Learnable Representation of Code Semantics

npb3.0-omp-c

NAS Parallel Benchmarks 3.0 OpenMP C version

parallelism-detection

pl

powerful-gnns

How Powerful are Graph Neural Networks?

pymlir

Python interface for MLIR - the Multi-Level Intermediate Representation

pytorch_dgcnn

PyTorch implementation of DGCNN