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darts-1

Differentiable architecture search for convolutional and recurrent networks

darts-pt

[ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deeplearning-models

A collection of various deep learning architectures, models, and tips

depth-and-skeleton-based-dynamic-hand-gesture-recognition

Depth and Skeleton based Dynamic Hand Gesture Recognition from DHG 14/28 dataset using CNN and LSTM.

dl-4-tsc

Deep Learning for Time Series Classification

early-stopping-pytorch

Early stopping for PyTorch

edmarketconnector

Downloads commodity market and other station data from the game Elite: Dangerous for use with all popular online and offline trading tools.

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

esrnn-gpu

PyTorch GPU implementation of the ES-RNN model for time series forecasting

esrnn_torch

ffc

This is an official pytorch implementation of Fast Fourier Convolution.

finance_and_covid_tracking_dashboard

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

financialdatasets

SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only

financialvision

FinancialVision

frb

Python Client for Interfacing with the Federal Reserve Bank of St. Louis' Economic Data API (FRED®)

freqtrade

Free, open source crypto trading bot

gaf

Binary to CSV file conversion

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

giraffe

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

global-flow-local-attention

The source code for paper "Deep Image Spatial Transformation for Person Image Generation"

gmu-mmimdb

Source code for training Gated Multimodal Units on MM-IMDb dataset

google-research

Google Research

graphviz

Simple Python interface for Graphviz

hinas

hybrid-cnn-rnn-model-for-hyperspectral-satellite-image-classification

The following model uses hybrid CNN- RNN model for classification of each pixel to its corresponding classes. Further the code is developed to classify pixels in accordance with soft as well as hard classification techniques.

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.