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Tianyi Sun's Projects

anxiety-detection icon anxiety-detection

COS 429 final project completed by Adam Fisch and Max Shatkhin. Using image processing techniques including Eulerian Video Magnification (see http://people.csail.mit.edu/mrub/vidmag/) and HSV filtering, as well as prediction algorithms such as an HMM, we try to detect anxiety levels of subjects in videos.

awesome-public-datasets icon awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

best-paper2020 icon best-paper2020

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

blocklysql icon blocklysql

The web-based visual programming editor with SQL blocks execute database queries.

bridge icon bridge

Translating natural language questions to a structured query language

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

sophia icon sophia

Reference: https://bitbucket.org/schreiberh/sophia.git

sql-to-text icon sql-to-text

SQL-to-Text is a simple code for translating SQL to Text Generation with a novel Graph-to-Sequence Model

text2sql-data icon text2sql-data

A collection of datasets that pair questions with SQL queries.

topologylayer icon topologylayer

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

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