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banglabert

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.

benchmarking-gnns

Repository for benchmarking graph neural networks

bioc

Data structures and code to read/write BioC XML and Json.

biosentvec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

communitygan

A tensorflow implementation of CommunityGAN (Community Detection with Generative Adversarial Nets)

deep-learning

deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dynamicgem

gae

Implementation of Graph Auto-Encoders in TensorFlow

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gcn-se

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

gnn-benchmark

Framework for evaluating Graph Neural Network models on semi-supervised node classification task

graph-posterior-network

Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)

interpretableclustering

keras_deep_learning

Keras code on Deep Learning from basic to advance

math-for-machine-learning

Statistics and math for machine learning and data science

paican

Implementation of "Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure".

pybioc

Python library for working with BioC files

python-data-structures-trees-2834010

Python Data Structures: Trees

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorchgeometrictutorial

Pytorch Geometric Tutorials

r-gae

sent2vec

General purpose unsupervised sentence representations

stellargraph

StellarGraph - Machine Learning on Graphs

tools

Codelabs management & hosting tools