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Siyan Xiong's Projects

aerosolve icon aerosolve

A machine learning package built for humans.

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

alphafm icon alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

alphafold2 icon alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

atec icon atec

2018atec蚂蚁金服NLP智能客服比赛 16th/2632

bert icon bert

TensorFlow code and pre-trained models for BERT

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

distml icon distml

DistML provide a supplement to mllib to support model-parallel on Spark

doobie icon doobie

Functional JDBC layer for Scala.

egnn-pytorch icon egnn-pytorch

Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

en-transformer icon en-transformer

Implementation of E(n)-Transformer, which extends the ideas of Welling's E(n)-Equivariant Graph Neural Network to attention

freestyle icon freestyle

A cohesive & pragmatic framework of FP centric Scala libraries

fs2-redis icon fs2-redis

Redis stream-based client built on top of Cats Effect, Fs2 and Lettuce

geometric-vector-perceptron icon geometric-vector-perceptron

Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pytorch. Idea proposed and accepted at ICLR 2021

geopy icon geopy

Geocoding library for Python.

glint icon glint

Glint: High performance scala parameter server

glintlda icon glintlda

Scalable Distributed LDA implementation for Spark & Glint

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