Song.L's repositories
Affinity2Vec
Drug-target binding affinity prediction using representation learning, graph mining, and machine learning
all-of-statistics
Self-study on Larry Wasserman's "All of Statistics"
assocLBD
Literature Based Discovery using Association Measures
bern
A neural named entity recognition and multi-type normalization tool for biomedical text mining
biobert
BioBERT: a pre-trained biomedical language representation model
cas-offinder
An ultrafast and versatile algorithm that searches for potential off-target sites of CRISPR/Cas-derived RNA-guided endonucleases.
chatbot-rnn
A toy chatbot powered by deep learning and trained on data from Reddit
data-science-from-scratch
code for Data Science From Scratch book
deep-learning-wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
GNNPapers
Must-read papers on graph neural networks (GNN)
KGen
Knowledge graphs generation from unstructured text.
magenta
Magenta: Music and Art Generation with Machine Intelligence
matscholar
Code to access the Matscholar public API.
ner2sna
A guide on extracting entities from raw text in order to conduct social network analysis.
networkx
Network Analysis in Python
odoo
Odoo. Open Source Apps To Grow Your Business.
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
semisup-learn
Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
streamlit-geospatial
A multi-page streamlit app for geospatial
streamsync
Like Streamlit, but fast. A proof-of-concept framework built using JavaScript/Vue + Python/Flask + WebSockets.