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jingmouren's Projects

tadgan icon tadgan

Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"

tapas icon tapas

End-to-end neural table-text understanding models.

tapnet icon tapnet

Multivariate Time Series Classification Model with Attentional Prototype Network

tcapy icon tcapy

Open source TCA (transaction cost analysis) Python library for FX spot

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

tdengine icon tdengine

An open-source big data platform designed and optimized for the Internet of Things (IoT).

tempgen icon tempgen

Code for Document-level Entity-based Extraction as Template Generation (EMNLP 2021)

tempo icon tempo

The purpose of this project is to provide an API for manipulating time series on top of Apache Spark. Functionality includes featurization using lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, and downsampling & interpolation. This has been tested on TB-scale of historical data and is unit tested for quality purposes.

tensor-house icon tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-yolov4-tflite icon tensorflow-yolov4-tflite

YOLOv4 Implemented in Tensorflow 2.0. Convert YOLO v4 .weights to .pb and .tflite format for tensorflow and tensorflow lite.

tensorrt icon tensorrt

TensorRT-7 Network Lib 包括常用目标检测、关键点检测、人脸检测、OCR等 可训练自己数据

tensortrade icon tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

test_indicator icon test_indicator

计算申万,国泰君安,华泰等研报技术因子的效果

textclassifier_transformer icon textclassifier_transformer

个人基于谷歌开源的BERT编写的文本分类器(基于微调方式),可自由加载NLP领域知名的预训练语言模型BERT、Bert-wwm、Roberta、ALBert以及ERNIE1.0

textgenerator icon textgenerator

OCR dataset Text-Detection dataset Font-Classification dataset generator

texthero icon texthero

Text preprocessing, representation and visualization from zero to hero.

textmatch icon textmatch

基于Pytorch的,中文语义相似度匹配模型(ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet)

textmatch-1 icon textmatch-1

QA match/文本匹配/文本分类/文本embedding/文本聚类/文本检索(bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….)

textsim_cn_finetune icon textsim_cn_finetune

微调预训练语言模型(BERT、Roberta、XLBert等),用于计算两个文本之间的相似度(通过句子对分类任务转换),适用于中文文本

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