Leena Mathur's Projects
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
Collection of advice for prospective and current PhD students
A collection of works that investigate social agents, simulations and their real-world impact in text, embodied, and robotics contexts.
A Python implementation of global optimization with gaussian processes.
Contrastive Language-Image Pretraining
CMU MultimodalSDK is a machine learning platform for development of advanced multimodal models as well as easily accessing and processing multimodal datasets.
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
Official ROS Driver for DepthAI Sensors.
my personal website!
A unified benchmark for math reasoning
An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch
The Munich Open-Source Large-Scale Multimedia Feature Extractor
Machine Learning Pipelines for Kubeflow
Trump & Obama tweet classifier
simulations for the Computational Cognitive Neuroscience textbook
Social-AI papers across computing communities, courses, and dissertations. Accompanies the paper: "Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions"
scrapes Bloomberg Markets for current security prices
StyleGAN3 PyTorch Implementation