Running BERT without Padding
Extended Isolation Forest for Anomaly Detection
Transformer related optimization, including BERT, GPT
An Industrial Level Federated Learning Framework
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
End-to-end ASR/LM implementation with PyTorch
Udacity Data Analyst Nanodegree
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow