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zm.Chen's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

law_pre icon law_pre

Using SeqJudge to solve Legal Judgment Prediction.

open_nsfw icon open_nsfw

Not Suitable for Work (NSFW) classification using deep neural network Caffe models.

pokedex icon pokedex

more than you ever wanted to know about Pokémon

pokemon_gan icon pokemon_gan

This is the code for "Generating Pokemon with a Generative Adversarial Network" by Siraj Raval on Youtube

songci-rnn icon songci-rnn

Generating Songci (Poetry of the Song Dynasty) by machine. Based on QuanSongci and RNN.

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

style-transfer icon style-transfer

An implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge. http://arxiv.org/abs/1508.06576.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

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