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Yudian Zheng's Projects

angel icon angel

A Flexible and Powerful Parameter Server for large-scale machine learning

bertsum icon bertsum

Code for paper Fine-tune BERT for Extractive Summarization

bokeh icon bokeh

Interactive Data Visualization in the browser, from Python

cdb icon cdb

A crowd-powered database system, with SQL-like query interface, multi-goal optimization

cnn-dailymail icon cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)

crowd_truth_infer icon crowd_truth_infer

This is the framework with 17 existing crowdsourced truth inference algorithms.

cs224n_2017 icon cs224n_2017

My solution to cs224n_2017 (http://web.stanford.edu/class/cs224n/syllabus.html)

cs231n icon cs231n

Working through CS231n: Convolutional Neural Networks for Visual Recognition

ctr-prediction icon ctr-prediction

This repository contains interesting papers and projects in ctr prediction

d2l-en icon d2l-en

Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.

deep-ctr icon deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

dist-lr icon dist-lr

A distributed logistic regression system based on ps-lite.

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

feast icon feast

Feature Store for Machine Learning

ffm icon ffm

field-aware factorization machine implemented by java with an experiment using criteo data set.

foofah icon foofah

Foofah: programming-by-example data transformation program synthesizer

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