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a-quei.github.io

The repository for my homepage.

academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

ai-tutorial

AI-Tutorial Materials

alpha-gan

pytorch implementation of Rosca, Mihaela, et al. "Variational Approaches for Auto-Encoding Generative Adversarial Networks." arXiv preprint arXiv:1706.04987 (2017).

anchored_bias_gpt2

This is the official code for anchored bias of GPT2

anuvada

Interpretable Models for NLP using PyTorch

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

blockchain_guide

Introduce blockchain related technologies, from theory to practice with bitcoin, ethereum and hyperledger.

ca-lda

A Mallet fork with support for CA-LDA described in paper: Immersive Recommendation at WWW'2016

contiguous-succotash

Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch

dah

dailydialogue-parser

Parser for DailyDialogue Dataset

deep-learning-for-nlp-resources

List of resources to get started with Deep Learning for NLP.

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

detecting-cyberbullying-across-smps

Code for the paper 'Deep Learning for Detecting Cyberbullying Across Multiple Social Media Platforms' (to appear in ECIR'18 proceedings)

drlm

A latent variable RNN model for discourse-driven language modeling

email-reply-parser

:email: Email reply parser library for Python

email_reply_parser

Small library to parse plain text email content

faiss

A library for efficient similarity search and clustering of dense vectors.

han-pytorch

(Deprecated) Hierarchical Attention Networks for Document Classification (https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf) - in Pytorch

hate-speech-and-offensive-language

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

hed-dlg-truncated

Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)

hierarchical-sentiment

Hierarchical Models for Sentiment Analysis in Pytorch

hr-vae

Code for the paper "A Stable Variational Autoencoder for Text Modelling"

hran

jas

Code associated with our EMNLP 2013 paper, "A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication"

kitnet-py

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

lda2vec

learn_dl

Deep learning algorithms source code for beginners

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.