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RossSong's Projects

2017 icon 2017

Student Submissions for the WWDC 2017 Scholarship

adamp icon adamp

Slowing Down the Weight Norm Increase in Momentum-based Optimizers

advml icon advml

adversarial machine learning for anti-malware software

aitoolbox icon aitoolbox

A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms

alae icon alae

[CVPR2020] Adversarial Latent Autoencoders

albert_zh icon albert_zh

海量中文预训练ALBERT模型, A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

alpaca-lora icon alpaca-lora

Code for reproducing the Stanford Alpaca InstructLLaMA result on consumer hardware

alphapose icon alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

anago icon anago

Bidirectional LSTM-CRF for Sequence Labeling. Easy-to-use and state-of-the-art performance.

atis.keras icon atis.keras

Spoken Language Understanding(SLU)/Slot Filling in Keras

atlas icon atlas

Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03299)

attention-ocr-1 icon attention-ocr-1

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

augmentor icon augmentor

Image augmentation library in Python for machine learning.

auto-cot icon auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

autofaiss icon autofaiss

Automatically create Faiss knn indices with the most optimal similarity search parameters.

automl-gs icon automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

autoprompt icon autoprompt

A framework for prompt tuning using Intent-based Prompt Calibration

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