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stock-volatility-google-trends

Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

swa

Stochastic Weight Averaging in PyTorch

symplectic-odenet

tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorflow-serving-ppc64le

Cloned tensorflow serving from https://github.com/tensorflow/serving till rev 18e278e53c23a0704a05cab6bf88ac5cf8b02d53.

tensorflow-xnor-bnn

BinaryNets in TensorFlow with XNOR GEMM op

test-stock-prediction-algorithms

Use deep learning, genetic programming and other methods to predict stock and market movements

the-economist

The Economist 经济学人，持续更新

the-nature-of-code

Repository for The Nature of Code book

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theano_exercises

Exercises for my tutorials on Theano

theano_install

first time to install theano on win10

thesis

Differentiable Optimization-Based Modeling for Machine Learning

thesis-1

time-series

The purpose of this repo is to implement & analyze various deep learning and hybrid approaches to time-series classification and regression problems, as well as compare performance to more traditional statistical methods.

time-series---deep-learning---state-of-the-art

Scientific time series and deep learning state of the art

time-series-classification-and-clustering

Time series classification and clustering code written in Python. Mostly based on the work of Dr. Eamonn Keogh at University of California Riverside

time-series-medicine

Code and documentation for seizure prediction from EEG data

time_series_handbook

timeseries_seq2seq

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

timeseriesanalysiswithpython

Time Series Analysis with Python

tls

Conservative Taylor least squares (TLS) function reconstruction

torch7

http://torch.ch

torchphysics

tudelft-poster

latex class for TU Delft posters

tutorials

PyTorch tutorials.

ucr_time_series_classification_deep_learning_baseline

Fully Convlutional Neural Networks for state-of-the-art time series classification

unet-pytorch

U-Net implementation for PyTorch based on https://arxiv.org/abs/1505.04597

visualization-of-convolutional-layers

vocabulary.md

words,sentence,pronouncation