Pinned Repositories
anime_recommendation_system_comparison
A comparison of matrix factorization vs a deep learning model for recommending animes.
autograd
A toy automatic differentiation engine using dynamic computation graphs.
facebook_friend_prediction
Social network link prediction via node2vec.
google_reviews_transformers_comparison
Comparison of 15 pre-trained transformers models on sentiment analysis of Google Play app reviews.
impact_of_attention
A demonstration with empirical evidence of how attention can improve the performance of an LSTM text classifier.
joel_spolsky_text_generator
Joel Spolsky blog text generator via character-level RNN (LSTM).
mutag_graph2vec_neural_classifier
Classification of chemical compounds according to their mutagenic effect on bacteria via graph2vec, feed-forward neural networks, and logistic regression.
reuters_topic_labelling
Deep learning to automatically label Reuter's articles with the relevant topics.
us_air_travel_visualization
D3 Visualization of 2018 US Bureau of Transportation Statistics Air Travel within the U.S.
paul-tqh-nguyen's Repositories
paul-tqh-nguyen/facebook_friend_prediction
Social network link prediction via node2vec.
paul-tqh-nguyen/mutag_graph2vec_neural_classifier
Classification of chemical compounds according to their mutagenic effect on bacteria via graph2vec, feed-forward neural networks, and logistic regression.
paul-tqh-nguyen/reuters_topic_labelling
Deep learning to automatically label Reuter's articles with the relevant topics.
paul-tqh-nguyen/anime_recommendation_system_comparison
A comparison of matrix factorization vs a deep learning model for recommending animes.
paul-tqh-nguyen/autograd
A toy automatic differentiation engine using dynamic computation graphs.
paul-tqh-nguyen/google_reviews_transformers_comparison
Comparison of 15 pre-trained transformers models on sentiment analysis of Google Play app reviews.
paul-tqh-nguyen/impact_of_attention
A demonstration with empirical evidence of how attention can improve the performance of an LSTM text classifier.
paul-tqh-nguyen/about
Homepage for Paul Nguyen
paul-tqh-nguyen/cogdl-feedstock
A conda-smithy repository for cogdl.
paul-tqh-nguyen/cugraph
cuGraph - RAPIDS Graph Analytics Library
paul-tqh-nguyen/dask-grblas
Distributed GraphBLAS via dask and grblas
paul-tqh-nguyen/dummy
paul-tqh-nguyen/emacs
Mirror of GNU Emacs
paul-tqh-nguyen/get_food_nyc_dataset
Dataset integrating Get Food NYC data with Google Maps geospatial data.
paul-tqh-nguyen/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
paul-tqh-nguyen/metagraph
Multi-target API for graph analytics with Dask
paul-tqh-nguyen/metagraph-cogdl
A collection of metagraph plugins using CogDL
paul-tqh-nguyen/metagraph-cuda
CUDA related plugins for metagraph
paul-tqh-nguyen/metagraph-karateclub
A collection of metagraph plugins using karateclub.
paul-tqh-nguyen/metagraph-mlir
MLIR compiler plugin for Metagraph
paul-tqh-nguyen/metagraph-stellargraph
A collection of metagraph plugins using StellarGraph.
paul-tqh-nguyen/mlir-graphblas
MLIR tools and dialect for GraphBLAS
paul-tqh-nguyen/netflix_2019_hashing_comparison
This is a demonstration of how O(1) data access via hashing can be lead to unacceptably slow performance.
paul-tqh-nguyen/nyc_collision_map_deployment
Live demo for https://paul-tqh-nguyen.github.io/nyc_collision_map/
paul-tqh-nguyen/one_off_code
Code that I create that I will likely not use again.
paul-tqh-nguyen/pymlir
Python interface for MLIR - the Multi-Level Intermediate Representation
paul-tqh-nguyen/python-graphblas
Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics
paul-tqh-nguyen/python_bytecode_viz
Visualizes the control flow graph of Python bytecode.
paul-tqh-nguyen/stock_viewer
Stock price viewer in Bokeh + Javascript.
paul-tqh-nguyen/trailstone_oa