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Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
Generative image model with learned similarity measures
Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"
Unbiased Learning To Rank Algorithms (ULTRA)
Cython implementation of k-MC2 and AFK-MC2 seeding
Underlying SEIR simulator for the YYG / covid19-projections.com model
EXIST is a web application for aggregating and analyzing cyber threat intelligence.
Slack.com bot in Python for webhook
Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
This is an implementation of the Dual Learning Algorithm with multi-layer feed-forward neural network for online unbiased learning to rank.
[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.
Implementation of Frequent-Directions algorithm for efficient matrix sketching [E. Liberty, SIGKDD2013]
Keras model and tensorflow optimization of 'improved Training of Wasserstein GANs'
A Bridging Framework for Model Optimization and Deep Propagation (NIPS-2018)
Time Sequence Prediction by some NN.