wangbing587's repositories
seurat-wrappers
Community-provided extensions to Seurat
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
Gasyori100knock
image processing codes to understand algorithm
pytorch-multi-class-focal-loss
A simple pytorch implementation for multi-class focal loss
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
deep-belief-network
A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility
Image_Segmentation
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
learnpython
Python全栈教程
torch-light
Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
ML_Practice
ML Records in 1110 Lab of BUPT. Some detailed information can be referenced on: https://mathpretty.com/10388.html
PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
nbpreview
Render Jupyter/IPython notebooks without running a notebook server.
Focal-Loss-Pytorch
全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.
Chinese-Text-Classification-Pytorch
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
Text-Generation-BiLSTM-PyTorch
In this repository you will find an end-to-end model for text generation by implementing a Bi-LSTM-LSTM based model with PyTorch's LSTMCells.
NGSpipe
A flexible, automation and pragmatic workflow tool to process the NGS data.
nlp_basic_model
some basic deep learning models/method for nlp, text classification.
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
Tianchi-2019-Guangdong-Intelligent-identification-of-cloth-defects-rank5
天池2019广东工业智造创新大赛 布匹疵点检测 天池水也太深了 季军解决方案
Fasta2svm
将生物序列通过kmer_embedding传给svm