Junwei Luo's repositories
API_Financial_Analysis
Extract information through API (Plaid, Quandl, or IEX). Run monte carlo to predict portfolio performance.
Retirement_Planner
This is the core algorithm of a retirement planner.
attention-translation-keras
Attention based sequence to sequence neural machine translation model built in keras.
basic_python_reporting
Using python for basic reporting and analysis
darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
FinTech
How does an established company stay relevant in FinTech era? Schwab gives a good answer.
FunProjects
Some fun design to show what python can easily do.
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
ImageCompression
Using PCA, K-means Clustering and maybe another algorithm
keras-yolo2
Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
ladder_network_keras
Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !
PortfolioAnalysis
A Whale off the Port(folio) - pandas is a great tool for portfolio reporting/analysis.
siggraphasia2019_remastering
Code for the paper "DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement". http://iizuka.cs.tsukuba.ac.jp/projects/remastering/
YOLO_Object_Detection
This is the code for "YOLO Object Detection" by Siraj Raval on Youtube
yolov3-tf2
YoloV3 Implemented in Tensorflow 2.0