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Song.L's Projects

affinity2vec icon affinity2vec

Drug-target binding affinity prediction using representation learning, graph mining, and machine learning

assoclbd icon assoclbd

Literature Based Discovery using Association Measures

bern icon bern

A neural named entity recognition and multi-type normalization tool for biomedical text mining

biobert icon biobert

BioBERT: a pre-trained biomedical language representation model

cas-offinder icon cas-offinder

An ultrafast and versatile algorithm that searches for potential off-target sites of CRISPR/Cas-derived RNA-guided endonucleases.

chatbot-rnn icon chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

deep-learning-wizard icon deep-learning-wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

kgen icon kgen

Knowledge graphs generation from unstructured text.

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

ner2sna icon ner2sna

A guide on extracting entities from raw text in order to conduct social network analysis.

odoo icon odoo

Odoo. Open Source Apps To Grow Your Business.

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

semisup-learn icon semisup-learn

Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

streamsync icon streamsync

Like Streamlit, but fast. A proof-of-concept framework built using JavaScript/Vue + Python/Flask + WebSockets.

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