Feng Gao's repositories
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
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.
Basic-Algorithms
Python implementation of basic data structure and algorithms in Introduction to Algorithms class.
Tensorflow_notes_and_projects
Tensorflow projects and notes.
Pytorch_notes_and_projects
Pytorch notes and projects
Basic-Math
Basic math concepts
Projects_engineering_notes
Python, Numpy, Pandas, Git, Spark, Docker, Excel core concepts and frequently used methods
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
gaoisbest.github.io
My blog
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
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
Spark_notes
Study notes of Spark