anshudaur

DeepLearning

Deep Learning Specialization and Natural Language Processing Specialization by Deep Learning.ai, Coursera

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

atis

coarse2fine

ComputerVision

DI2KG-Entity-Resolution

DI2KG 2020 Workshop by VLDB 2020 Tokyo conference : Entity Resolution Task submission

IRNet

An algorithm for cross-domain NL2SQL

LuceneSearchAPI

Information Retrieval using LuceneSearchAPI

ML_workshop

material and notes for my ML workshop

Multilabel-Classification

Multilabel classification on Eurlex dataset

NaturalLanguageProcessing

practice

sqlova

Subspace-and-Constrained-Clustering

text2image_vector_search

text2image vector search using qdrant

NLP_class

code for the NLP class(es) I am teaching

OneFormer

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

open_clip

An open source implementation of CLIP.

Oxford102FlowerClassification

Multi-Classification classification of Oxford 102 category flower dataset

productbert-intermediate

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sam-ai

Intelligent Sam UI bot for e-commerce website - Hackathon by Google (@AI Campus)

sparc

scripts and baselines for SParC: Yale & Salesforce Semantic Parsing and Text-to-SQL in Context Challenge

spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

spider-schema-gnn

Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"

SQLNet

Neural Network for generating structured queries from natural language.

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

tide

A General Toolbox for Identifying Object Detection Errors

tranX

A general-purpose neural semantic parser for mapping natural language queries into machine executable code

valuenet

ValueNet: A Neural Text-to-SQL Architecture Incorporating Values