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david zhang's Projects

srs icon srs

SRS is a RTMP/HLS/WebRTC/SRT/GB28181 streaming cluster, high efficiency, stable and simple.

ssd_keras icon ssd_keras

A Keras port of Single Shot MultiBox Detector

stock-prediction-models icon stock-prediction-models

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

stock2vec icon stock2vec

Embedding stocks to vectors based on the price history

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.

stocksharp icon stocksharp

Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, bitcoins and options).

stylegan icon stylegan

StyleGAN - Official TensorFlow Implementation

suitecrm icon suitecrm

SuiteCRM - Open source CRM for the world

ta icon ta

Technical Analysis Library using Pandas (Python)

tacotron icon tacotron

A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model

taichi icon taichi

The Taichi programming language

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。

tensorflow-bert-seq2seq-dream-decoder icon tensorflow-bert-seq2seq-dream-decoder

tensorflow+bert+seq2seq 周公解梦。AI遇上玄学,说出你的梦境(dream),模型自动解析decode梦境的征兆。类似聊天机器人(chatbot,QA),你问我答。

textgenrnn icon textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

tf-speech-recognition-challenge-solution icon tf-speech-recognition-challenge-solution

Source code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-recognition-challenge). The solution ranked in top 5% in private leaderboard.

tianshou icon tianshou

An elegant, flexible, and superfast PyTorch deep reinforcement learning platform.

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