dakotafan Goto Github PK

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

caiman

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

cds-bootcamp

class_feature_visualization_pyramid

[ICCVW 2019] PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network

cnn_design_for_ad

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

computational-neuroscience-nyu

Codes and projects for Computational Neuroscience at NYU

courses

data-science

Collection of useful data science topics along with code and articles

data-science-from-scratch

code for Data Science From Scratch book

datasciencecourse

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

deeplabcut

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

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

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.

intro-to-neural-data-analysis

The notebook that I wrote for Intro to Neural Data Analysis at NYU

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.

lab_website

lab_website_1

Lab website

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

linalg-for-ds

Linear Algebra and Optimization for Data Science

mlcourse

Machine learning course materials.

overfitting_remake_dakota_daisy

Remaking overthinking app

portfolio

This is my personal website

prob_stats_for_data_science

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.

pytorch_3d_attention_modules

Pytorch implement of 3D attention modules

rational-resources-planning

recreating_overfitting

residual-attention-network-for-image-classification-2d-3d-pytorch-implement

2D and 3D(volume) verison of Residual Attention Network