deeplearing

There are 0 repository under deeplearing topic.

• salmansust / Machine-Learning-TSF-Petroleum-Production

  Time series forecasting (TSF) is the task of predicting future values of a given sequence using historical data. Recently, this task has attracted the attention of researchers in the area of machine learning to address the limitations of traditional forecasting methods, which are time-consuming and full of complexity. With the increasing availability of extensive amounts of historical data along with the need of performing accurate production forecasting, particularly a powerful forecasting technique infers the stochastic dependency between past and future values is highly needed. In this research, we applied machine learning approach capable to address the limitations of traditional forecasting approaches and show accurate predictions and showed comparison of different machine learning models. For evaluation purpose, a case study from the petroleum industry domain is carried out using the production data of an actual gas field of Bangladesh. Toward a fair evaluation, the performance of the models were evaluated by measuring the goodness of fit through the coefficient of determination (R2 ) and Root Mean Square Error (RMSE), Mean Squared Error (MSE) , Mean Absolute Error(MAE) and model Accuracy

  machine-learningtime-seriestime-series-forecastingtime-series-predictionpetroleum-engineeringpetroleum-production-performancedeep-neural-networksdeeplearingartificial-intelligence-algorithmspetroleum-datasetpython
  Language:Python 30

• hunkim / line-papago-bot

  Simple Line/Kakao-Papago Translation Bot.

  botpapagodeeplearinglinekakao
  Language:Python 24

• cuicaihao / fast_neural_style

  This repository contains a PyTorch implementation of an algorithm for artistic style transfer. The algorithm can be used to mix the content of an image with the style of another image. For example, here is a photograph of a door arch rendered in the style of a stained glass painting.

  deeplearingneuralstyleimagepytorchalgorithm
  Language:Python 19

• anassboussarhan / satellitese-images-segmentation

  Satellite images segmentation with Unet and Transfer learning

  deeplearingimagesegmentationkerassatellitesegmentationunetvgg16
  Language:Jupyter Notebook 5

• koksalkapucuoglu / TomatoLeafDisease

  Detection of disease type in tomato leaves using Alexnet

  alexnetcnndeep-learningdeeplearingkaggleplantvillagepythonpython3tomatoleafdisease
  Language:Jupyter Notebook 1

• maddy023 / multiscale-cnn-keras

  MultiScale_FeatureFusion CNN model with keras_2020

  featurefusionfeatureextractioncnndeeplearingkerasmutliscalemutlicnnpythondlai
  Language:Python 1

• damilojohn / PacMan-RL

  A reinforcement learning agent that plays PacMan

  deeplearingpythonreinforcement-learningreinforcement-learning-environments
  Language:Jupyter Notebook 0

• samedwardsFM / Next-level-deep-learning-from-scratch

  classificationdata-sciencedeeplearingfashion-mnistpython
  Language:Jupyter Notebook 0

• MarkClemens301 / Dive-into-DL-PyTorch

  本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

  deeplearingmachine-learning
  Language:Jupyter Notebook