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changhe fu's Projects

autonovel icon autonovel

Automatically Discovering and Learning New Visual Categories with Ranking Statistics (ICLR 2020)

bert icon bert

TensorFlow code and pre-trained models for BERT

bigscale2 icon bigscale2

Framework for clustering, phenotyping, pseudotiming and inferring gene regulatory networks from single cell data

dca icon dca

Deep count autoencoder for denoising scRNA-seq data

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

graphneuralnetwork icon graphneuralnetwork

《深入浅出图神经网络:GNN原理解析》配套代码,未完待续......

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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.

ims icon ims

BioGRID Interaction Management System Platform

netae icon netae

Network-enhanced autoencoder (netAE) is a semi-supervised dimensionality reduction method.

numba icon numba

NumPy aware dynamic Python compiler using LLVM

opsmanage icon opsmanage

自动化运维平台: 代码及应用部署CI/CD、资产管理CMDB、计划任务管理平台、SQL审核|回滚、任务调度、站内WIKI

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