jeffrey82221 Goto Github PK

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arduino_proj

My Arduino Project Archive

ast_playground

Small Experiment on python ast — Abstract Syntax Trees

atexit_playground

The atexit package of python can use to accomplish graceful shutdown. Nice to study it!

book_study

Here is my notes of books about software engineering, machine learning, and others.

c_py_binding_playground

Studying the use of nuitka, ctype, execnet to fuse executable of python, c++, and pypy.

cc_fraud_delection

code_analysis_platform

A playground for analyzing codebase using redisgraph and pycograph

colab

holding all my colab notebooks

data_mining_hw

The c++ code for the HW of data mining course

data_to_systex

dropboxdrivefs

Contribute to dropbox implementation for intake module

efficient_selenium

Try to speed up webcrawling with the combination of Ray and selenium

empyrial

Portfolio Management Framework for risk and performance analysis 投资组合管理

fastapi_playground

Place for studying and experimenting with FastAPI

finance_oracle_playground

Study the usage of SUA / the-oracle / beibo

flask_development

Developing the Flask Application for ESUM DA/DE team

fsspec_playground

Study the usage of fsspec, a general python interface for various File System(s) including s3 and Dropbox.

fund_price_analysis

Calculate and Analyze the Important Index of Mutual Funds

gluonts_fund_price_forecast

This project aims to predict the future price of mutual fund via GluonTS package.

graduate_school_research_code

Repo for the code of my graduate school

graph_dataloader_playground

Studying the usage of the data loader of Graph DL packages (DGL / PyTorch-geometric)

graph_playground

Experiment with networkx and some graph package for building fast end-to-end graph data pipeline.

historical-map-ir

This project create a system for searching and visualizing historical event by year and location in map.

hyperparametertuningexperiment

The goal of this experiment is to compare the effectiveness and efficiency of different hyper-parameter tuning schemes, such as grid search, random search, Baysian optimization, and population-based hyper-parameter tuning. We will leverage a package called, Ray, which support hyper parameter tuning with parallel computation, for speeding up the experiment. We focused on a simple XOR problem, which is a function that required a neural network of only a few layers (two is sufficient). The basic hyper-parameters considered in this experiment are: 1. Batch size, 2. Learning rate, 3. Momentum, 4. Layer count, and 5. Layer Size.

ipycytoscape

A Cytoscape Jupyter widget

jskiner

A python json schema inferencer with Rust's core.

jsonschema_inference

Fast Schema Inferencing of JSON from jsonl file or web API.

linux_command_study

Records of all useful linux command

lyrics_analysis

My Lyrics Analysis Research Project , Goal : enhence recommendation