Ben Lansdell's Projects
Data and analysis for the BuzzFeed News article, "Hyperpartisan Facebook Pages Are Publishing False And Misleading Information At An Alarming Rate."
Demo of WebGL plots/animations in reveal.js hosted with github pages
An active learning platform for expert-guided, data efficient discovery of behavior.
Corresponding code of 'Quiros, A. C., Coudray, N., Yeaton, A., Sunhem, W., Murray-Smith, R., Tsirigos, A., Yuan, K. Adversarial learning of cancer tissue representations. The 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2021'
Using tensorflow, this agent can autonomously train itself to play Out Run and potentially be modified to play other games or perform tasks other than gaming
Bash scripts for deploying agent trainer to a remote machine (AWS EC2 instance or Generic Linux remote machine).
Dockerfiles for building docker images with a pre-prepared environment for agent trainer.
Alexa Skill and Services for the "What Plane Is That?" Skill
Open source code for AlphaFold.
A three.js model solar system to explore the equation of time and the analemma
An app to explore the astronomical calculator -- the astrolabe
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
An experimental open-source attempt to make GPT-4 fully autonomous.
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
MATLAB code to simulate Bcl2 kinetic models
behavior annotator with napari
Personal webpage
Bullet 2.x official repository with optional experimental Bullet 3 GPU rigid body pipeline
Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
A deep learning NLP model to auto generate funny captions for the new york caption contest for cartoon images.
BERT + Image Captioning
Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
Simple front-end web app to query a chatbot server
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
Slides for talk given at Columbia neurotheory group and Janelia
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent