purelyvivid/DeepLearning_practice

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purelyvivid/DeepLearning_practice

purelyvivid

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

Schedule_Sampling_Seq2Seq_Movie_Script_Chatbot_PyTorch

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

Jupyter Notebook

MMdnn-util

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

first-order-model-m

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

AIA_st2_kaggle_ml4

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

Jupyter Notebook

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』

Jupyter Notebook

pytorch-gan-in-one-notebook

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

Jupyter Notebook

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

numpy-GraphNN

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

Jupyter Notebook

purelyvivid.github.io

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

jupyterlab-tutorials-2020

A friendly introduction of Jupyter Lab Server for AI primer.

Jupyter Notebook

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)

Jupyter Notebook

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

Jupyter Notebook