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Eric Tang's Projects

182cvproj icon 182cvproj

Tiny ImageNet Classifier with ViT, PiT, and CrossViT inspired models.

astro-data icon astro-data

Astronomical Data Scraped from NASA Horizons DB for predicting planetary orbits using ML.

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

diplomacy_cicero icon diplomacy_cicero

Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

fantasybball icon fantasybball

Fantasy Basketball ESPN 9Cat 10T Analyzer - uses ESPN unexposed API calls to generate statistics and comparisons for ESPN H2H 9Cat fantasy league.

hknweb icon hknweb

The new HKN website (using Django, hopefully at hkn.eecs.berkeley.edu soon)

monet icon monet

1D particle track diffusivity classifier for short track lengths in Keras. Achieves ~85% accuracy for track length of just 30 steps.

monet-1 icon monet-1

MotionNet or MoNet: Physics informed deep learning code to classify the behavior and extract alpha exponent for trajectories from single particle tracking experiments

mvit icon mvit

Code Release for MViTv2 on Image Recognition.

sandcastle icon sandcastle

Test pull requests from your browser. (deprecated)

text4vis icon text4vis

【AAAI'2023】Revisiting Classifier: Transferring Vision-Language Models for Video Recognition

wilds icon wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

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