DavidGu's repositories
stacked-denoising-autoencoder
The SDCAE model is implemented for PHM data. The script is public and based on Pytorch.
Bert-Classifier
Here is a simple script to do a news classification via Bert Model
Efficientnet-Keras
The efficientnet is employed to classify the defects of LCD for 2 or 5 classes
Auto-Layout-LLM
Here is a simple script to achieve auto screen layout by using LLM
Azure_CosmosDB
Here some script to show how to use NoSQL and MongoDB via Python
ChatGPT-API
Here some api code with python are provided.
content-filtering
Content-Filtering Via TfidfVectorizer and Similarity
FastAPI-Async
Here is a simple script to call backend Fast-API to carry out async query
FATEK-PLC
The examples for controlling FATEK PLC are available
FileSystemWatcher
A simple demo for FileSystemWatcher in C#
flir-camera
Python-based codes for control of flircamera
GraphRAG
By following up the course of graph rag on deeplearning.ai, we build our own graph rag with Neo4j
InfluxDB
A simple demo code for python to operate the connection with influxDB
MFCC_Analysis
MFCCs analysis is implemented on sound recongnition. Demo code is written with python.
Multi-Database-BaselineRAG
Here is simple script to implement RAG with Python
Onnx-pytorch
A simple script to do onnx conversion under Pytorch for efficientnet
PaDiM-Anomaly-Detection
A simple script of padim provides an easy way to implement anomaly detection
FlaskAPI-SQL
Here is a simple script to call backend Flask-API to execute SQL
machine-learning
The repository contains some machine learning methods
mcu-dashboard
We collect voltage data from PSU with python code and the connection of MCU
Onnx-Keras
The conversion from keras h5 into onnx file, speeding up the model prediction
Onnx-tensorflow
The conversion from tensorflow model to onnx
opencv-python
there are some basic operations of opecv2 with python code
ResNeSt-pytorch
Implementation of novel backbone to do image classification
Socket
The demo of socket is written via python code
tensorflow
Welcome to my github, some simple examples of DL with tensorflow are free for download
Tkinter_GUI
A simple script to design a GUI via Tkinter
zip2exe_converter
A Script for 7z to convert a compressed package to an executable file