munaachyuta Goto Github PK

adanet

Fast and flexible AutoML with learning guarantees.

allennlp

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

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

annotated_encoder_decoder

The Annotated Encoder Decoder with Attention

anomaly_detection

anomaly detection on temporal data.

athena

streaming embeddings with the space-saving algorithm

autoner

Learning Named Entity Tagger from Domain-Specific Dictionary

awesome-document-similarity

A curated list of resources on document similarity measures (papers, tutorials, code, ...)

awesome-information-retrieval

A curated list of awesome information retrieval resources

beam_search

Beam search for neural network sequence to sequence (encoder-decoder) models.

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-for-rrc-absa

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

bertsum

Code for paper Fine-tune BERT for Extractive Summarization

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

birch

Document ranking via sentence modeling using BERT

birnn-bionlp

Bidirectional Recurrent Neural Network based sequence labeling for Medical Text.

brown-cluster

C++ implementation of the Brown word clustering algorithm.

categorical-encoding

A library of sklearn compatible categorical variable encoders

challenges

PyBites Code Challenges

chemtextmining

cliner

Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.

coding-exercises

My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.

convolutional_seq2seq

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer

cookbook

coursera-dl-courses-assignments

daanet

DAANet: Dual Ask-Answer Network for Machine Reading Comprehension

data-analysis

Data Analysis Using Python

data-science-blogs

A curated list of data science blogs

deep-learning-with-keras

Code repository for Deep Learning with Keras published by Packt