tony kuo's repositories
shortcut_chatgpt_api
Implementing shortcut services as an API (using ChatGPT app as an example)
Clustering-with-LLM
A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.
crypto-rl
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
docker-ubuntu-vnc-desktop
A Docker image to provide web VNC interface to access Ubuntu LXDE/LxQT desktop environment.
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
FedML
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).
grpc
The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
Knowledge-Mining-with-OpenAI
accelerate the deployment of a Python-based Knowledge Mining solution with OpenAI and use that engine to answer queries / questions specific to that Knowledge Base.
mlflow-docker
Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3
mlflow-example
An example MLflow project
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
rocm-build
build scripts for ROCm
TIDoS-Framework
The Offensive Manual Web Application Penetration Testing Framework.