dadelani

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

BERT-pytorch

Google AI 2018 BERT pytorch implementation

nlp_tasks

Natural Language Processing Tasks and References

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

lazynlp

Library to scrape and clean web pages to create massive datasets.

tacotron

A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model

conversational-datasets

Large datasets for conversational AI

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification

gpt-2-Pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

finetune

Scikit-learn style model finetuning for NLP

slot_filling_and_intent_detection_of_SLU

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

machine-learning-diff-private-federated-learning

Simulate a federated setting and run differentially private federated learning.

autodp

autodp: A flexible and easy-to-use package for differential privacy

BERT-Tickets

[NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Zhangyang Wang, Michael Carbin

BiLSTM-CRF

A Pytorch implementation for NER using BiLSTM-CRF

RelGAN

Implementation of RelGAN: Relational Generative Adversarial Networks for Text Generation

ALFA

Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"

Character-level-cnn-pytorch

Character-level CNN for text classification

X-MAML

Code base for " Zero-Shot Cross-Lingual Transfer with Meta Learning" papaer

dp-GAN

Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data

HW1

Template for CS287 HW1

iranlowo

Ìrànlọ́wọ́ is a utility library for analysis & (pre)processing of Yorùbá text → https://pypi.org/project/iranlowo

dpnlp

auditing-text-generation

Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)

naija-codeswitching