Alasdair Tran's Projects
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
An open-source NLP research library, built on PyTorch.
A simple Jekyll theme.
[WSDM 2021] AttentionFlow: Visualising Influence in Networks of Time Series
Autoscaling components for Kubernetes
website source for the computational media lab
NLP text coherence experiments
A Redux binding for React Router v4
Mapping a variable-length sentence to a fixed-length vector using BERT model
Active learning for Big Data
Ready-to-run Docker images containing Jupyter applications
Pythonic command line arguments parser, that will make you smile
ESLint with simple watching capabilities
Face recognition using Tensorflow
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
[ICLR 2023] Factorized Fourier Neural Operators
Golang Bolt driver for Neo4j
GPU Sharing Device Plugin for Kubernetes Cluster
GPU Sharing Scheduler for Kubernetes Cluster
πHMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
An easier way to build neural search in the cloud
Code for KGLM paper
Assign static external IPs from predefined pool of external IP addresses to Google GKE nodes so your customers could whitelist them
Classical equations and diagrams in machine learning
A collection of active learning algorithms with applications in astronomy.
Run Kubernetes locally
Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/abs/1410.5401)
β¨Fast Coreference Resolution in spaCy with Neural Networks