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mingmichelle0414's Projects

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

diffuseq icon diffuseq

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

diffusion-bert icon diffusion-bert

ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

la-clustering icon la-clustering

Code repository for the paper "Improved Learning-augmented Algorithms for k-means and k-medians Clustering" (ICLR 2023)

llm-attacks icon llm-attacks

Universal and Transferable Attacks on Aligned Language Models

machine-learning-for-asset-managers icon machine-learning-for-asset-managers

Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.

medusa icon medusa

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

mopta-23 icon mopta-23

A resource compilation for the 2023 MOPTA competition by the winning team, OptiCoffee, from Colombia. We represented COPA on behalf of the Universidad de Los Andes.

nlp-cs388-ut icon nlp-cs388-ut

Common Libraries developed in "PyTorch" for different NLP tasks. Sentiment Analysis, NER, LSTM-CRF, CRF, Semantic Parsing

robomimic icon robomimic

robomimic: A Modular Framework for Robot Learning from Demonstration

robosuite icon robosuite

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

sentiment-classifier icon sentiment-classifier

A logistic regression sentiment classifier by extracting unigrams, bigrams and further processed features and training classifier on text data.

sirius icon sirius

Official codebase for Sirius: Robot Learning on the Job

textattack icon textattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

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