sumhncku's repositories
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
crnn-pytorch
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition using Pytorch
Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
Deeplearning.ai-Natural-Language-Processing-Specialization
This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
ChEmoEmb
全新中文情感词向量
EmpatheticDialogues
Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.
supervised-reptile
Code for the paper "On First-Order Meta-Learning Algorithms"
checklist
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
interpretable-ml-book
Book about interpretable machine learning
conv-emotion
This repo contains implementation of different architectures for emotion recognition in conversations.
PRML
PRML algorithms implemented in Python
FriendsQA
Question answering on multiparty dialogue
two_step_mask_learning
A two step optimization for sound source separation on the adaptive front-end domain
InterpretableMLBook
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
sentence-transformers
Sentence Embeddings with BERT & XLNet
Traditional-Chinese-Handwriting-Dataset
Open source traditional chinese handwriting dataset.
RPNSD
PyTorch implementation of RPNSD
Background-Matting
Background Matting: The World is Your Green Screen
machine-learning-deep-learning-notes
机器学习、深度学习的学习路径及知识总结
KdConv
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
CrossWOZ
A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
joint-ner-and-re
This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models".
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
chinese-poetry
The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。
Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意