leofionn

Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

bert_family_tasks

CrossSection

Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"

cvxpylayers

Differentiable convex optimization layers

elasticsearch-learning-to-rank

Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch

EMD-ALSTM-Multi-Factor-Stock-Profit-Prediction

Multi-Factor Stock Profit Prediction Using EMD-ALSTM

EvolveGCN

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

FundamentalAnalysis

Fully-fledged Fundamental Analysis package capable of collecting 20 years of Company Profiles, Financial Statements, Ratios and Stock Data of 20.000+ companies.

githubimg

githubimg

gluon-ts

Probabilistic time series modeling in Python

graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP

graphSEAT

Source Codes of graphSEAT (CIKM'20)

influxdb2-sample-data

Sample data for InfluxDB 2.0

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

Keras-YOLOv4

supports training, at least 39.5% mAP.支持训练，至少39.5%mAP。少数的给出精度的复现。

keras_lazyoptimizer

Keras implement of Lazy optimizer

kGCN

A graph-based deep learning framework for life science

KnowledgeGraphCourse

东南大学《知识图谱》研究生课程

leofionn.blog.github.io

leofionn.blog.github.io

leofionn.github.io

blog

magpie

Deep neural network framework for multi-label text classification

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

objectDetectionDatasets

目标检测数据集制作:VOC,COCO,YOLO等常用数据集格式的制作和互相转换脚本

optimal-order-execution

:arrows_counterclockwise: Exploring Optimal Order Execution in Simulated Limit Order Books

python-docx-template

Use a docx as a jinja2 template

RelationPrediction

Implementation of R-GCNs for Relational Link Prediction

SimpleCVReproduction

reproduce simple cv project including classification, object detection, segmentation, keypoint detection, tracking, attention mechanism:smile: etc.

Temporal_Relational_Stock_Ranking

Code for paper "Temporal Relational Ranking for Stock Prediction"

wallstreet

Real time stock and option data.

WeatherClassification

天气分类比赛