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Tianxiang(Ivan) Liu's Projects

machine-learning-pizza icon machine-learning-pizza

An algorithm capable of predicting which requests will garner a cheesy (but sincere!) act of kindness.

medascin2018 icon medascin2018

Material for the Sports Analytics tutorial presented at the 2018 MeDaScIn

merlion icon merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

mgarchbekk icon mgarchbekk

R Package for Simulating, Estimating and Diagnosing MGARCH (BEKK and mGJR) Processes

mildnet icon mildnet

Visual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.

miles-deep icon miles-deep

Deep Learning Porn Video Classifier/Editor with Caffe

mmfashion icon mmfashion

Open-source toolbox for visual fashion analysis based on PyTorch

modanet icon modanet

ModaNet: A large-scale street fashion dataset with polygon annotations

model-optimization icon model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

national-emissions-inventory icon national-emissions-inventory

The overall goal of this assignment is to explore the National Emissions Inventory database and see what it say about fine particulate matter pollution in the United states over the 10-year period 1999–2008.

noaa-storm-analysis icon noaa-storm-analysis

The basic goal of this assignment is to explore the NOAA Storm Database and answer some basic questions about severe weather events.

otto-group-product-classification-challenge icon otto-group-product-classification-challenge

For this competition, we have provided a dataset with 93 features for more than 200,000 products. The objective is to build a predictive model which is able to distinguish between our main product categories. The winning models will be open sourced.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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