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mfzhang's Projects

tf_tcn icon tf_tcn

Tensorflow Temporal Convolutional Network

thoth icon thoth

thOth is an open-source high frequency trading library in C++

time-series-prediction icon time-series-prediction

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

tiny-cnn icon tiny-cnn

deep learning(convolutional neural networks) in C++11/TBB

tinygpu icon tinygpu

A Predicated-SIMD processor implementation in SystemVerilog

tms icon tms

Tone Mapping Studio

trade-frame icon trade-frame

c++ based application for testing trading ideas using DTN IQ real time data feed and Interactive Brokers for trade execution

trade_with_ai icon trade_with_ai

using various tarding strategies and algorithms for trading

tradingtank icon tradingtank

A market trading simulator for HFT and day traders to test strategies and analyze performance.

train_cnn-rnn-attention icon train_cnn-rnn-attention

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,.....

transformer icon transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

tsai icon tsai

Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

tutorial_autoencoders icon tutorial_autoencoders

Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwritten digits data.

ufldl icon ufldl

The solution of Andrew Unsupervised Feature Learning and Deep Learning

ufldl-1 icon ufldl-1

Unsupervised Feature Learning Deep Learning

ufldl-tutorial icon ufldl-tutorial

Deep Learning and Unsupervised Feature Learning Tutorial Solutions

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