Jerry He's repositories
algo_trading
Companion to my medium article series on algorithmic trading strategies
decision-tree-dash
A Decision tree viewer and animator in Dash
sql-ui-dash
An SQL client UI built using [Dash](https://dash.plotly.com/)!
adapt_ml
With so many competing Machine Learning libraries in python, my own yet another ML library aims to be maximally compatible with various competing numpy implementations (e.g. JAX, tensorflow) and competing pandas-like backends (e.g. vaex and cuML)
automl
My own object oriented recipe to try everything-under-the-sun ML methods and report the top-ranked results
code-audit-df-dash
An IDE in dash for data science code
dash-hl
higher level functions, classes and operators for the dash UI & visualization framework
flex_pandas
A pandas clone that can accommodate various numpy alternatives
gnn_network_vis4classification
Using Graphical Neural Networks to visualize feature interactions and importance for any classification/regression project
LSTM_roman
LSTM code to convert roman numeral representation to integers
python-docgen-dash
Interactive documentation with built-in search automatically generated using Dash, Pygments & ace
pythonista4trading
python code for trading ported to work on Pythonista iOS app
residential_satellite_img_prep
Image preparation code for residential Google Maps images for Deep Learning Analysis
stats_js
Most statistical methods implemented using tensorflow.js primitives
stock_analytics
A comprehensive python module for computing/plotting technical indicators, cross asset correlations and various asset price prediction models
stock_prediction_SPY
a simple model to predict S&P 500 market direction in morning trade
tf_nn
helper classes to perform multi-objective regression/classification using Tensorflow/Keras
xiangjerryhe
Config files for my GitHub profile.
xiangjerryhe.github.io
My personal website