derekshijd Goto Github PK

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

cardiac-arrhythmia-detection

Machine-learning based cardiac arrhythmia detection physiological signal monitoring during clinical MR scans

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

derek_stock_analysis

My stock analysis toolkit.

ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

fsc2021_theraven

histopathology-stain-color-normalization

Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization in Histopathological H&E Images

introrl

Intro to Reinforcement Learning (强化学习纲要）

kaggle-rcic-1st

1st Place Solution for Kaggle Recursion Cellular Image Classification Challenge -- https://www.kaggle.com/c/recursion-cellular-image-classification/

linux-python-try1

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mcw-ml-ops

MCW MLOps

n2v

This is the implementation of Noise2Void training.

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

portfolioconstruction

CAPM-based Portfolio Construction using Web Crawler and Machine Learning

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

qcanet

Convolutional Neural Network-Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Early Mouse Development

rxrx1-utils

Starter code for the CellSignal NeurIPS 2019 competition.

temp

test files_derek

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

udvd_demo

This is a customized UDVD model, originally from https://github.com/sreyas-mohan/udvd.

wfdb-mit-bih