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10-707-hw-2

Restricted Boltzmann Machines and Autoencoders

10-707-hw1

Assignment 1 for the Topics in Deep Learning Course

10-707-hw3

HW3 of the deep learning course: Language Models

allennlp

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

assignment-3

attentionsegmentation

bert-ner

Pytorch-Named-Entity-Recognition-with-BERT

bertsum

Code for paper Fine-tune BERT for Extractive Summarization

bilstm-ccm

BiLSTM Models with CCM and CoDL for leveraging partially labeled sequences

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

blobfile

Read Google Cloud Storage, Azure Blobs, and local paths with the same interface. Clone of tensorflow.io.gfile

capsulenet

A pyTorch implementation of CapsuleNet

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

cv

Resume

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

deepspeedexamples

Example models using DeepSpeed

doccano

Open source text annotation tool for machine learning practitioner.

dpll

Assignment 3 for Logic

embedmap

Trying to find mapping for embedding spaces.

fasttext

Library for fast text representation and classification.

flores

Facebook Low Resource (FLoRes) MT Benchmark

imageqa

Answering natural language questions in the context of an image using Deep Learning

imageqa-san

code for Stacked attention networks for image question answering

laser

Language-Agnostic SEntence Representations

logic-assignment-1

logic_proof_trees

luna2016-lung-nodule-detection

Course Project for Bio Medical Imaging: Detecting Lung Nodules from CT Scans

m2scorer

MaxMatch (M^2) Scorer - Evaluation program for grammatical error correction systems.