avinashsai

BERT-Aspect

BERT Fine-tuning for Aspect Based Sentiment Analysis

NILM

Code for the EMNLP 2022 paper

avinashsai.github.io

Personal Website. Taken from https://jonbarron.info/.

doc2vec

Text classification using Doc2Vec

AdvancedOptML

CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

awesome-quantum-software

Curated list of open-source quantum software projects.

Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

ColossalAI

Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

DSTC8-AVSD

We rank the 1st in DSTC8 Audio-Visual Scene-Aware Dialog competition. This is the source code for our IEEE/ACM TASLP (AAAI2020-DSTC8-AVSD) paper "Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog".

evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

llm-seminar

Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)

MCQ

Official code for "Bridging Video-text Retrieval with Multiple Choice Questions", CVPR 2022 (Oral).

metrics

Machine learning metrics for distributed, scalable PyTorch applications.

MML

Code for the accepted CVPR 2023 workshop paper.

onnx

Open standard for machine learning interoperability

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

Programming-Language-Concepts

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

Screening-exercise

SentAugment

SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in combination with self-training and knowledge-distillation, or for retrieving paraphrases.

serve

Model Serving on PyTorch

temp

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

ViRED

Code for the ACM Multimedia 2022 paper.

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

affectiveVisDial

multimodal_cognitive_ai

research work on multimodal cognitive ai

slot-gpt

Code for the paper journal of multimedia tools and applications