D3v's repositories
NLU_Word_Embedding
Word Embedding visualization with T-SNE (t-distributed stochastic neighbor embedding) for BERT, ALBERT, ELMO, ELECTRA, XLNET, GLOVE.
Sequential-Sentence-Classification-in-Medical-Abstracts
Implemented a Research paper "PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. Use Hybrid Embedding (char + token + positional).
Transfer_Learning_NLP_TensorFlow-HUB
A performance comparison of sentiment analysis between pre-trained NLP models and visualization them in TensorBoard . Fine tuning some model to for more accurate prediction.
adamalston
Thank you for all of the stars! :)
BERT_Text_Classification_TensorFlow
Use uncased BERT with fine tuning for text classification in Quora Insincere Dataset.
Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
Conversational-AI-with-RASA
CAI Rasa
data-science-on-aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
genre_classification
End to End Machine Learning workflow with MLflow.
GradCam_Visualization
Grad-CAM is a form of post-hoc attention, meaning that it is a method for producing heatmaps that is applied to an already-trained neural network after training is complete and the parameters are fixed.
Interactive_Tools
Interactive Tools for Machine Learning, Deep Learning and Math
MadeWithML
Learn how to responsibly deliver value with ML.
Patched-Face-Regeneration-GAN
Regenerating Patched or Blacked out parts of human faces using GAN and Denoising Autoencoder.
Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
Reproduce-Health_Fact_Checking
The repository implements this paper (https://arxiv.org/abs/2010.09926) to train bert models for veracity and also for abstractive and extractive summarization.