Stevie Yeh's repositories
GazeTracking
👀 Eye Tracking library easily implementable to your projects
accum_optimizer_for_keras
wrapping a keras optimizer to implement gradient accumulation
awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
Books
富贵必从勤苦得，男儿须读五车书
brain-segmentation-pytorch
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
CellCnn
Representation Learning for detection of phenotype-associated cell subsets
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
deeplab-pytorch
PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC
Deeplab-pytorch-1
Deeplab for semantic segmentation tasks
FacePaperCollection
A collection of face related papers
machine-learning-with-pyspark
Source Code for 'Machine Learning with PySpark' by Pramod Singh
Mastering-Julia-1.0
Mastering Julia 1.0 by Packt Publishing
meta-dataset
A dataset of datasets for learning to learn from few examples
MetaLearning-Lstm
pytorch implementation of Optimization as a Model for Few-shot Learning
NLP-Models-Tensorflow
Gathers machine learning and Tensorflow deep learning models for NLP problems.
NLP-practice-program
力求囊括主流NLP模型练手项目，不断更新中
Python-Offer
《剑指Offer》面试题Python实现
pytorch-FCN-easiest-demo
PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
Sentiment-Analysis
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
SouHu-text-classification
新闻上的文本分类：机器学习大乱斗
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
Unet_Image_Segmentation
pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.