zhaolin's repositories
albert_pytorch
A Lite Bert For Self-Supervised Learning Language Representations
anserini
A Lucene toolkit for replicable information retrieval research
autokeras
Accessible AutoML for deep learning.
awesome-papers-fewshot
Collection for Few-shot Learning
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
bert-event-extraction
Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
birch
Document ranking via sentence modeling using BERT
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
Chinese-Text-Classification-Pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
d2l-en
Dive into Deep Learning: an interactive deep learning book on Jupyter notebooks, using the NumPy interface.
Data-Science-Notes
数据科学的笔记以及资料搜集
datasets
A collection of datasets of ML problem solving
Dive-into-DL-PyTorch
本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。
dl-4-tsc
Deep Learning for Time Series Classification
Halfrost-Field
✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地
Learn-Pandas
Tutorials on how to use pandas effectively to do data analysis
MatchZoo-py
Facilitating the design, comparison and sharing of deep text matching models.
nlpia
Examples and libraries for "Natural Language Processing in Action" book
PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
sent2vec
General purpose unsupervised sentence representations
sentence-transformers
Sentence Embeddings with BERT & XLNet
SIGIR19-BERT-IR
Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"
tensorflow
An Open Source Machine Learning Framework for Everyone
text_classification
all kinds of text classification models and more with deep learning
TREC-2019-Deep-Learning
Website for the TREC Deep Learning Track 2019