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2020-aicup

2020 AICUP Name Entity Recognition in Medical Data

association-rules

Implementations and Time Comparisons of Apriori and Fp-Growth

automotive-data-analytics-app

An app made on Android Studio

autotrading_dsai_hw2_2021

Stock Trading Agent

awesome-cs-training

台灣資訊培訓相關資源彙整

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

captcha-recognition

captcha recognition in railway data

congestion-control-demo

A demo of Congestion Control in python

cpp-cheatsheet

Modern C++ Cheatsheet

custom_object_tracking

This repo provides function call to track multi-objects in videos

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deeplearningfortimeseriesforecasting

A tutorial demonstrating how to implement deep learning models for time series forecasting

electricity-forecasting-dsai-hw-2021

Taipower Company operating reserve forecasting of date: 2021/3/23 ~ 2021/3/29

flaml

A fast and lightweight AutoML library.

gradual_domain_adaptation

huffman-coding

Using Huffman Coding algorithm to compress files in client and decode files in server.

image-processing-from-scratch

This project contains some interesting image processing algorithms that were wrote in python and c++ from scratch.

intel-scene-image-classification

The repo is about using MobileNetV1 model structure to classify scene data from Intel image classification contest.

kaggle_competition_dsai_hw4

Kaggle Predict Sales Contest Rank 20

kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

keras_bag_of_tricks

Bag of Tricks for Image Classification with Convolutional Neural Networks in Keras

kmeans-dbscan

Implementations and Comparisons of KMeans clustering and DBSCAN clustering

leetcode

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

link-analysis

Implementations of HITS, Pagerank, and SimRank

markdown-emoji

Markdown语法支持添加 emoji表情，输入不同的符号码（两个冒号包围的字符）可以显示出不同的表情

microsoft-cats-and-dogs-image-classification

99% Acc Using Fine Tune ResNet50 + Random Erasing Augmentation

models

Models and examples built with TensorFlow

modern-cpp-features

A cheatsheet of modern C++ language and library features.

python-cheatsheet

Basic Cheat Sheet for Python (PDF, Markdown and Jupyter Notebook)