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ai_conf_2019_dl_4_nlp

Slides and Code Tutorials for AI Conf NY Tutorial on Deep Learning Methodologies for Natural Language Processing

anonymisation

Anonymization of legal cases (Fr)

bert_binary_text_classification

Accompanying code for the Medium article

blackstone

:black_circle: A spaCy pipeline and model for NLP on unstructured legal text.

botbuilder

The Microsoft Bot Builder SDK is one of three main components of the Microsoft Bot Framework. The Microsoft Bot Framework provides just what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/SMS to Skype, Slack, Office 365 mail and other popular services.

botbuilder-samples

Welcome to the BotBuilder samples repository. Here you will find task-focused samples in C# and Node.js to help you get started with the Bot Builder SDK!

char-lstm-model-generating-trained-on-harry-potter-books

character-network

A project on using network graph, NLP techniques (entity recognition, sentiment analysis) to analyse the relationships among characters in a novel. The project takes novel Harry Potter as an example and outputs reasonable results.

cognitive_analytics

deep learning class at UT

course-nlp

A Code-First Introduction to NLP course

course-v3

The 3rd edition of course.fast.ai

data-analysis-on-harry-potter

Data analysis and mining on harry potter across all seven books and analyzing factors such a book themes, character popularity, deaths relationships, etc.

datacabinet-samples

sample notebooks

docs

TensorFlow documentation

fastai

The fastai deep learning library, plus lessons and tutorials

fastai_dev

development of the next version of fastai

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

fuzzywuzzy

Fuzzy String Matching in Python

gpt-2-cloud-run

Text-generation API via GPT-2 for Cloud Run

gpt-2-colab

retrain gpt-2 in colab

gpt-2-keyword-generation

Method to encode text for GPT-2 to generate text based on provided keywords

gpt-2-pytorch

A companion repository for the GPT-2 article on the FloydHub blog.

gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

gpt-2xy

GPT-2 User Interface based on HuggingFace's Pytorch Implementation

gpt2

An implementation of training for GPT2, supports TPUs

gpt2client

Easy-to-use Wrapper for GPT-2 117M and 345M Transformer Models

guesswho_modelvalidation

harry-potter-text-gen

This NLP Model made in Tensorflow Keras API is trained on first 2000 Words of the book Harry Potter and the Prisoner of Azkaban, and it can now generate text based on little input.

harrypotter_analysis

A simple nlp analysis on Harry Potter series.

harrypotter_bookgen

Word based text generator using Tensorflow with LSTM