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ai-rich

aia_st2_kaggle_ml

臺灣人工智慧學校(AIA)南部分校技術班第二期 kaggle競賽內容-森林種類預測(DNN)

aia_st2_kaggle_ml2

臺灣人工智慧學校(AIA)南部分校技術班第二期-犬隻種類辨識(CNN)

aia_st2_kaggle_ml3

臺灣人工智慧學校(AIA)南部分校技術班第二期-偶像辨識

aia_st2_kaggle_ml4

用Tensorflow2.0進行外匯收盤價預測, 使用LSTM, 1d-CNN, Seq2Seq

app-for-container-deployment

Apps for Container Deployment Test on Various Cloud/On-Prem Platform.

captcha5

An example project of captcha

clustering-numpy

Implementation of kMeans and DBSCAN with pure Numpy

deeplearning-machinelearning_tutorial

For Deep Learning/Machine Learning Primer, FAREASTONE employee training

deeplearning_environment_setup

Set up Deep Learning GPU Evironment. Install Cuda-8.0/9.0 + Python 2.7/3.5 + Tensorflow on Ubuntu 16.04

deeplearning_practice

Practice Deep Learning with Tensorflow, Keras, and pure Numpy, including BP algo, CNN, RNN, AotoEncoder, and Adversarial AotoEncoder.

detectron2_action_recognition

本 repo 藉由人體骨架關鍵點的移動軌跡訓練一個動作識別的模型

first-order-model-m

I propose a method which regards key points as a Graph, modeled by Attention-Based Graph Neural Network.

getting-started-sparkml

Implement sparkML on 2015 Flight Delays and Cancellations using PySpark

gitbook_deep_learning

my tech blog (unfinished)

jupyterlab-tutorials-2020

A friendly introduction of Jupyter Lab Server for AI primer.

llm-dev

minimum_search_dqn-keras

Find the minimum of an unknown function with Keras using DQN

mmdnn-util

Introduces the utilization of MMdnn(a model converter) and provide a simple GUI for inference task of image classification.

mtan-traced-dwa

For Multi-Task Attention Network (MTAN), I propose a modified Dynamic Weight Average

numpy-graphnn

Using pure Numpy to Implement general & graph-based deep learning model, including ANN, GCN, ...

purelyvivid.github.io

My Tech Blog: https://purelyvivid.github.io/

pytorch-gan-in-one-notebook

Readable Implement of GANs with PyTorch. One model, one notebook.

realcasehousebitprediction

real-case house bit prediction(和築南鐵標售宅) 得標價預測

schedule_sampling_seq2seq_movie_script_chatbot_pytorch

Build a chatbot based on gender with Seq2Seq and Schedule-Sampling Seq2Seq with PyTorch

talking-head

Few-Shot Gan (last year work uploaded) 人工智慧學校南部分校技術班第二期第一名作品--第15組 讓圖片動起來

tbrain_esun_credit-card-fraud-detection

玉山人工智慧公開挑戰賽2019秋季賽 真相只有一個 -『信用卡盜刷偵測』

tfjs_model

Generate and utilize a Pre-trained Model for Tensorflow.js

yolo2_onnx

Covert original YOLO model from Pytorch to Onnx, and do inference using backend Caffe2 or Tensorflow.