William's repositories
anystyle
Fast and smart citation reference parsing
bigraph
Bipartite-network link prediction in Python
bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
covid19
Analyses about the COVID-19 virus
dbdataset
DrugBank dataset files in R dataframes
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
drugs-datasets
Drugs, active ingredients, diseases and side effects database
Efficient-polypharmacy-side-effects-prediction-GCNs
This repository contains the source code and jupyter notebooks associated with our work on "Efficiently Predicting Pharmacological Side-effects Resulting from Pair-wise Combinatorial Consumption of Medicinal Drugs, using Graph Convolutional Networks"
GCMC-Pytorch-dgl
A Pytorch implementation of GCMC model with Deep Graph Library (DGL). The user-item bipartite graph is built using dgl-heterogeneouss Graph
gpt4-pdf-chatbot-langchain
GPT4 & LangChain Chatbot for large PDF docs
image-similarity-pytorch
autoencoder implementation for image search using pytorch
image_similarity
PyTorch Blog Post On Image Similarity Search
pinsage
pinsage for wine recommendation
pyg-tutorial
A PyTorch-Geometric Tutorial
qiqqa-open-source
The open-sourced version of the award-winning Qiqqa research management tool for Windows
quant-genetics-webinars
Quantitative Genetics Tools for Mapping Trait Variation to Mechanisms, Therapeutics, and Interventions - Webinar Series
SEAL
SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".
training-rstudio-binder
Multi-purpose Rstudio binder for training events
Windows-API-Capture-Webcam
Use Windows API to capture a image from a Webcam in GoLANG