Pinned Repositories
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.
Python3-Processing-PlantsVsZombies
This is the final project we created for the intro to computer science class. It requires the processing 3 and python to run.
Computational-Neuroscience-NYU
Codes and projects for Computational Neuroscience at NYU
Intro-to-Neural-Data-Analysis
The notebook that I wrote for Intro to Neural Data Analysis at NYU
overfitting_remake_Dakota_Daisy
Remaking overthinking app
Portfolio
This is my personal website
courses
Best-README-Template
An awesome README template to jumpstart your projects!
BrainFormer
BrainFormer
breast_cancer_classifier
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
DakotaFan's Repositories
DakotaFan/Lab_website
DakotaFan/Lab_website_1
Lab website
DakotaFan/SimAM
The official pytorch implemention of our ICML paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks".
DakotaFan/Best-README-Template
An awesome README template to jumpstart your projects!
DakotaFan/cds-bootcamp
DakotaFan/Portfolio
This is my personal website
DakotaFan/Pytorch_3D_Attention_Modules
Pytorch implement of 3D attention modules
DakotaFan/BrainFormer
BrainFormer
DakotaFan/overfitting_remake_Dakota_Daisy
Remaking overthinking app
DakotaFan/DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
DakotaFan/CaImAn
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
DakotaFan/Python3-Processing-PlantsVsZombies
This is the final project we created for the intro to computer science class. It requires the processing 3 and python to run.
DakotaFan/Recreating_overfitting
DakotaFan/rational-resources-planning
DakotaFan/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
DakotaFan/breast_cancer_classifier
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
DakotaFan/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.
DakotaFan/Transformer_fmri
an end to end framework for analyzing fMRI time-series data (4D) using transformers
DakotaFan/Slides-Examples
DakotaFan/mlcourse
Machine learning course materials.
DakotaFan/Data-science
Collection of useful data science topics along with code and articles
DakotaFan/prob_stats_for_data_science
DakotaFan/Intro-to-Neural-Data-Analysis
The notebook that I wrote for Intro to Neural Data Analysis at NYU
DakotaFan/Computational-Neuroscience-NYU
Codes and projects for Computational Neuroscience at NYU
DakotaFan/Residual-Attention-Network-for-Image-Classification-2D-3D-pytorch-implement
2D and 3D(volume) verison of Residual Attention Network
DakotaFan/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.
DakotaFan/Introduction-to-computer-science-NYU-Abu-Dhabi
Here are the homeworks that I wrote for NYU Abu Dhabi's course. The three homeworks include obstruction, Connect 4, and simplified tetris rush.
DakotaFan/data-science-from-scratch
code for Data Science From Scratch book
DakotaFan/DataScienceCourse
This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.
DakotaFan/linalg-for-ds
Linear Algebra and Optimization for Data Science