Repositories list

• LangChain-RAG

  Public
  This repository contains a series of experiments exploring Retrieval-Augmented Generation (RAG) using various embedding models and LLM agents with LangChain. The goal is to evaluate and compare different embeddings, databases, and agent behaviors to optimize RAG pipelines for diverse applications.

  Jupyter Notebook

  •

  MIT License

  •0•0•0•0•Updated Jan 8, 2025Jan 8, 2025

• .github

  Public
  MIT License

  •0•0•0•0•Updated May 5, 2024May 5, 2024

• DeepAmenitySegmentation

  Public
  DeepAmenitySegmentation: A Semantic Segmentation Approach for Identifying Urban Amenities in Satellite Imagery

  computer-visiondeep-learningpandas-dataframe+ 7pytorchsegmentationsemantic-segmentationgeopandasclassification-modelosmnxunet-image-segmentation

  Jupyter Notebook

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  Other

  •0•2•0•0•Updated Apr 23, 2024Apr 23, 2024

• web_crawling

  Public
  Python

  •0•0•0•0•Updated Apr 11, 2024Apr 11, 2024

• LLama_FineTuning_QnA

  Public
  This project employs fine-tuning techniques on LLM such as LLamas 2, GPT to develop a specialized Q&A chatbot for enhancing customer services.

  Python

  •3•4•0•0•Updated Feb 22, 2024Feb 22, 2024

• WebServer-Development

  Public
  This WebServer development project leverages CI/CD, Deployment, monitoring, and logging to showcase efficient DevOps practices in practical deployment scenarios

  jenkinsdocker-imageprometheus+ 6restful-apikubernetes-deploymentdevops-workflowmongodb-atlaslogging-and-metricsmonitoring-automation

  Python

  •

  MIT License

  •1•3•0•0•Updated Jan 29, 2024Jan 29, 2024

• ducanhho2296

  Public
  Config files for my GitHub profile.

  configgithub-config

  0•0•0•0•Updated Jan 22, 2024Jan 22, 2024

• MaskedFaceRecognition

  Public
  This Repo was created to attend to the Webface260M Masked Face Recognition Challenge

  Jupyter Notebook

  •3•8•0•0•Updated Jun 27, 2023Jun 27, 2023

• YoloV5_Segmentation_ONNX

  Public
  a implementation real-time instance segmentation with YOLOv5 using ONNX Runtime and streaming the results to a web browser with FastAPI

  deep-learningobject-detectionfastapi+ 3onnxruntimeyolov5segmentation

  Python

  •4•9•0•0•Updated May 11, 2023May 11, 2023

• DevOps-Pipeline-with-Python-Web-App-AWS-Devops-CICD

  Public
  Python

  •0•2•0•0•Updated Apr 8, 2023Apr 8, 2023

• FastAPI-Servers-Real-time-communication

  Public
  This repos was created to for practicing and developing skills in building microservices using FastAPI and multiple servers in a distributed architecture.

  microserviceskafka-consumerstreaming+ 1fastapi

  Python

  •1•3•0•0•Updated Apr 6, 2023Apr 6, 2023

• ROI-auto-exposure-CI-CD

  Public
  Python

  •0•0•0•0•Updated Apr 2, 2023Apr 2, 2023

• Time-series-Forescasting-with-XGBoost

  Public
  Using XGboost algorithm for time series forescasting in store saling

  Jupyter Notebook

  •0•2•0•0•Updated Jan 30, 2023Jan 30, 2023

• TensorRT

  Public
  PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •372•0•0•0•Updated Oct 27, 2022Oct 27, 2022

• yolact_edge

  Public
  The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

  Python

  •

  MIT License

  •276•0•0•0•Updated Oct 22, 2022Oct 22, 2022

• Two-Stage-Gan-in-trajectory-generation

  Public
  A Two-Stage Gan architecture to generate trajectory conditioned on maps information.

  Python

  •9•0•0•0•Updated Jul 25, 2022Jul 25, 2022

• CycleGAN-using-TF

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Jun 9, 2022Jun 9, 2022

• GAN-for-Fashion-MNIST

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Jun 8, 2022Jun 8, 2022

• pytorch-CycleGAN-and-pix2pix

  Public
  Image-to-Image Translation in PyTorch

  Python

  •

  Other

  •6.5k•0•0•0•Updated Apr 28, 2022Apr 28, 2022

• databricks-data-scientist-learning-path

  Public
  Python

  •16•0•0•0•Updated Jan 21, 2022Jan 21, 2022

• ML-Cousera_matlab

  Public
  MATLAB

  •0•2•0•0•Updated Dec 25, 2021Dec 25, 2021

• ML-Python

  Public
  These Code based on my code in Octave, which I was learned from the course: Machine Learning by Stanford University (Cousera)

  machine-learning-algorithmsmachine-learning

  Python

  •0•0•0•0•Updated Dec 22, 2021Dec 22, 2021

• SQLCode

  Public
  TSQL

  •63•0•0•0•Updated Oct 25, 2021Oct 25, 2021

• TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10

  Public
  How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

  Python

  •1.3k•0•0•0•Updated Oct 12, 2018Oct 12, 2018

• lectures

  Public
  Oxford Deep NLP 2017 course

  3.6k•0•0•0•Updated Jun 12, 2017Jun 12, 2017