Roger Ren's repositories
2019_algorithm_intern_information
2020年的算法实习岗位信息表,部分包括内推码,和常见深度学习算法岗面试题及答案,暑期计算机视觉实习面经和总结
Agriculture_KnowledgeGraph
农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策
auditok
An audio/acoustic activity detection and audio segmentation tool
awesome-qa
😎 A curated list of the Question Answering (QA)
BAMnet
Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
bert4keras
light reimplement of bert for keras
BERT_binary_text_classification
Accompanying code for the Medium article
bertviz
Tool for visualizing attention in the Transformer model (BERT, GPT-2, XLNet, and RoBERTa)
coling2018-graph-neural-networks-question-answering
Accompanying code for our COLING 2018 paper "Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering"
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。
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
DNP
Audio Denoising with Deep Network Priors
document-library
jsliang 的文档库. 里面包含了个人撰写的所有前端文章,例如 Vue、React,、ECharts、微信小程序等……
interview_internal_reference
2019年最新总结,阿里,腾讯,百度,美团,头条等技术面试题目,以及答案,专家出题人分析汇总。
KBQA-BERT
基于知识图谱的问答系统,BERT做命名实体识别和句子相似度,分为online和outline模式
leetcode-6
Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.
medaCy
:hospital: Medical Text Mining and Information Extraction with spaCy
nlp-journey
nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等,涉及到各种与nlp相关的算法,基于keras和tensorflow。
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
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nn4nlp-code
Code Samples from Neural Networks for NLP
pytorch-nlp-notebooks
Learn how to use PyTorch to solve some common NLP problems with deep learning.
pytorch-transformers-classification
Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.
pytorchTutorial
PyTorch Tutorials from my YouTube channel
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
voice-activity-detection
Voice Activity Detection (VAD) using deep learning. Supervised by Retune DSP.