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Synthetic Data Generation for tabular, relational and time series data.

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

Algorithms for outlier, adversarial and drift detection

Sentence Embeddings with BERT & XLNet

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

Roadmap to becoming a web developer in 2020

🤓 Build your own (insert technology here)

📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings

Deep Unknown Intent Detection with Margin Loss (ACL2019)

Code examples in pyTorch and Tensorflow for CS230

Realtime application framework (client)

Tensorflow Implementation of R-Net

使用python实现了一个简单的trie树结构，可增加/查找/删除关键词，用于中文的关键词匹配。

Nordlys: Toolkit for entity-oriented and semantic search

Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.

A training data creation and management system focused on information extraction

Implementation of End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures in ACL2016.

Replicating AlphaGo's architecture in a readable manner

Hierarchical Attention Networks for Chines Sentiment Classification

BetaGo: AlphaGo for the masses, live on github.