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dakotafan's Projects

caiman icon caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

cnn_design_for_ad icon cnn_design_for_ad

Code for NeuraIPS2019 ML4H "On the design of convolutional neural networks for automatic detection of Alzheimer's disease"

data-science icon data-science

Collection of useful data science topics along with code and articles

datasciencecourse icon datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

deeplabcut icon deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

ebay-machine-learning-2021 icon ebay-machine-learning-2021

This is my colab notebook for Ebay Machine Learning competition 2021. It contains data preprocessing, feature engineering, Xgboost model training and cross validation.

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.

lightfm icon lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

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