james20141606
Ph.D. candidate, major in EE; (My bachelor is major in Biology and minor in Statistics) Interested in machine learning and deep learning applications
New York UniversityBrooklyn
Pinned Repositories
neural_speech_decoding
Deepshape
RNA Structural Probing Data Predicting and Structural Motif Finding using Deep Learning
eMaize
Machine Learning model to predict maize's quantitative traits, find heterosis and traits related SNPs
exRNA
Identification of cancer biomarker using robust feature selection
exSeek
exSeek: extracellular RNA analysis tool for noninvasive biomarker
Signal
Mixture Density Network for joint position coordinates prediction, attention mechanism for feature selection
somethingmore
misc programs hard to categorize
Statistical-Learning-Methods
Implement Statistical Leanring Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现
james20141606's Repositories
james20141606/boxx
Box-X is a tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.
james20141606/ComputationalNeural
This repository saves the codes and report in computational and systematic neural biology course
james20141606/cpython
The Python programming language
james20141606/DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
james20141606/EM-data
dataset loader
james20141606/EMSynConn
One algorithm to detect synaptic location AND connectivity, both dyadic and polyadic, in Electron Microscopy volume.
james20141606/instance-segmentation-pytorch
Semantic Instance Segmentation with a Discriminative Loss Function in PyTorch (https://arxiv.org/abs/1708.02551)
james20141606/semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
james20141606/training_book