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allennlp

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

basic-algorithms

Python implementation of basic data structure and algorithms in Introduction to Algorithms class.

basic-math

Basic math concepts

competition

My solutions for competitions

dialog-intent-induction

Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, to appear in EMNLP 2019

dw_lineage

fasteprr

My published program for estimating the population recombination rate.

gaoisbest.github.io

My blog

machine-learning-and-deep-learning-basic-concepts-and-sample-codes

Basic concepts and sample codes about ML and DL based on CS231n and Andrew Ng's DL course.

nlp-projects

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

nlpcc2018

Notes on NLPCC2018 http://tcci.ccf.org.cn/conference/2018/

object_detection_demo

A demo about how to use darknet to build a object detection model.

paper_notes

Reading notes of classical ML, DL or NLP related papers

projects_engineering_notes

Python, Numpy, Pandas, Git, Spark, Docker, Excel core concepts and frequently used methods

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

pytorch_notes_and_projects

Pytorch notes and projects

spark_notes

Study notes of Spark

tensorflow_notes_and_projects

Tensorflow projects and notes.