caizhuo's repositories
dual_stage_attention_rnn
A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
Agriculture_KnowledgeGraph
农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘
AI-Challenger-Plant-Disease-Recognition
AI Challenger -- 农作物病害识别
apisix-dashboard
Dashboard for Apache APISIX
BasemapTutorial
A Basemap tutorial for ReadTheDocs
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
CIFAR-ZOO
PyTorch implementation of CNNs for CIFAR dataset (97.71% on cifar10)
CNN-RNN-Yield-Prediction
This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"
CS-Notes
:books: Computer Science Learning Notes
Deep-Learning
A few notebooks about deep learning in pytorch
developer-roadmap
Roadmap to becoming a developer in 2022
Image-Classification
The data consists of images pertaining to 10 categories. The task is to train a convolutional neural net in keras for classifying these images. At the end, use the trained model to predict probabilities for each class for the given ‘test_image.jpg’ image.
incubator-echarts
A powerful, interactive charting and visualization library for browser
Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
irl-imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
keras
Deep Learning for humans
keras_lr_finder
Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.
NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)
pycrop-yield-prediction
A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
pytorch-image-classification
An introduction to image classification in PyTorch, by implementing a few key architectures.
siamese_dssm
siamese dssm sentence_similarity sentece_similarity_rank tensorflow
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Tidy_Noses
Analysis is only as good as the data. These scripts automatically tidy raw data from common Robotic Olfaction machines (including electronic noses, tandem mass spectrometers, and gas chromatograph-ion mobility spectrometers) into a universally usable format. This will aide in data accessibility, streamline future data pipelines, and assist less data-savvy researchers in their analyses.
YEDDA
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.