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nlp

:memo: This repository recorded my NLP journey.

nlp-recipes

Natural Language Processing Best Practices & Examples

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch

pytorch

pytorch-deep-learning-minicourse

Minicourse in Deep Learning with PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rakun

Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation

recommenders

Recommender Systems

rust_dp

Refreshing old concepts of DP that are a little rusty

sentianalysis

Twitter Sentiment analysis using NLTK and python

sonnet

TensorFlow-based neural network library

spark-nlp

State of the Art Natural Language Processing

task_logic

Assignment

tensorflow_2.0

Tensorflow 2.0 hands-on

textattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

transformer-tl

Improving upon Transformer (Attention Is All You Need) for NMT task using Transfer Learning

trfl

TensorFlow Reinforcement Learning

weak-supervision-for-ner

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

welcome_tutorials

Various tutorials given for welcoming new students at MILA.

x-transformers

A simple full-attention transformer with a set of promising experimental features from various papers

xlm

PyTorch original implementation of Cross-lingual Language Model Pretraining.

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

yolov3-keras-tf2

yolo(v3/v4) implementation in keras and tensorflow 2.2