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yuan776's Projects

studybook icon studybook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

svm-w-smo icon svm-w-smo

Simple implementation of a Support Vector Machine using the Sequential Minimal Optimization (SMO) algorithm for training.

synapse icon synapse

Samples for Azure Synapse Analytics

tasktiger icon tasktiger

Python task queue. Because celery is gross.

texture-vs-shape icon texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

tinderbox icon tinderbox

Automate Tinder swiping and introductions with Eigenfaces and StanfordNLP. NOTE: support for this project has been sunset, and the original author has since directed efforts towards Bernie AI.

torchcrf icon torchcrf

An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0

torchnca icon torchnca

A PyTorch implementation of Neighbourhood Components Analysis.

toronto-csc321 icon toronto-csc321

My coursework of Toronto Intro to Neural Networks and Machine Learning (http://www.cs.toronto.edu/~rgrosse/courses/csc321_2018/)

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

transfer-rec icon transfer-rec

PyTorch Implementation for a series of Deep Learning-Based Recommendation Models

transito-cv icon transito-cv

Traffic sign detector and classifier that uses dlib and its implementation of the Felzenszwalb's version of the Histogram of Oriented Gradients (HoG) detector

triplet-loss icon triplet-loss

Fine tune and train a CNN pre-trained on Imagenet dataset, using Triplet Loss

unet icon unet

unet for image segmentation

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