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2021-13th-ironman

第13屆iT邦幫忙鐵人賽

3dconstruction_yolov3

Implemented distance evaluation by applying yolov3 to construct 3D scenario with two cameras

anime-recommender-service

This repository implement a way to combine machine learning model (recommender system) with FastApi backend and celery worker with Streamlit as frontend demonstration.

anime-recommender-system

Implement the anime recommender system by Pytorch.

animegan2-pytorch

PyTorch implementation of AnimeGANv2

blog-sample-codes

The place to store the sample codes I used in my blog

cardetect

Applying BackgroundSubtractor from OpenCV to capture the moving car on high freeway.

conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

cs231n

CS231n Assignments

dotfiles

Personal configuration files for bash, zsh, git, vim, screen etc.

fast-neural-style

Feedforward style transfer

full-stack-fastapi-postgresql

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

grafana

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

haystack

:mag: Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications.

hog-bgr-with-visualization

HOG feature descriptor, the kind of feature transform before we put our image into SVM. This repository also provides hog visualization both before and after doing block normalization.

hugo-papermod-template

利用 GitHub Actions + GitHub Pages + Hugo 搭建个人博客

hugobasicexample

Example site to use with Hugo & Hugo Themes

kaggle-jpx-tokyo-stock-exchange-prediction

Cowork and discuss on Kaggle topic: JPX-Tokyo-Stock-Exchange-Prediction

kedro

A Python framework for creating reproducible, maintainable and modular data science code.

learn-hack

打造超人學習

linebotcallscript

This is a side project to perform auto filling google form with LineBot on GCP linux server.

loveit

❤️A clean, elegant but advanced blog theme for Hugo 一个简洁、优雅且高效的 Hugo 主题

mnist_pca_with_svm

Using MNIST data in Google COLAB to train a SVM model dealing with PCA data.

nn-transductive-learning

Get the model labeled data from existing labeled data by transductive learning with nn model.

python-async-sample-code

The sample code for python asynchronous programming.

python-opencv-material

The collection of python3 sample code concern with OpenCV issue .

python-web-examples

Examples for web development with Python.

pytorch-fm

Factorization Machine models in PyTorch

pywin32_sample_code

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants