Pinned Repositories
Airflow
Experimenting with airflow
ApacheKafka
Archiving-Service
Fault-Segmentation-on-Seismic-Data-Using-CNNs
Mapping fault planes using seismic images is a crucial and time-consuming step in hydrocarbon prospecting. Conventionally, this requires significant manual efforts that normally go through several iterations to optimize how the different fault planes connect with each other. Many techniques have been developed to automate this process, such as seismic coherence estimation, edge detection, and ant-tracking, to name a few. However, these techniques do not take advantage of the valuable experience accumulated by the interpreters. Using CNNs, however, is a technique to automatically detect and map fault zones using 3D seismic images in a similar fashion to the way done by interpreters.
NLP-using-Markov-model
Using Markov chains to predict the next word in a sequence
Petrol-Prices-Prediction
The history of petrol prices can be used to prediction using LSTM, ARIMA, SARIMA and other autoregressive techniques.
RealTimeSeries
Real time streaming of a time series with corresponding forecasts.
Regression-interactive
Visualizing Regression and the results with holoviz panel
TimeSeriesAnalysis-using-pmdarima
Using-Colour-Detection-to-segment-Rocks-containing-hydrocarbon
Applying colour detection and masks to rock sections to detect the possible oil bearing formations, namely Vitrinite and liptinite.
PranjalGhildiyal's Repositories
PranjalGhildiyal/RealTimeSeries
Real time streaming of a time series with corresponding forecasts.
PranjalGhildiyal/Regression-interactive
Visualizing Regression and the results with holoviz panel
PranjalGhildiyal/Fault-Segmentation-on-Seismic-Data-Using-CNNs
Mapping fault planes using seismic images is a crucial and time-consuming step in hydrocarbon prospecting. Conventionally, this requires significant manual efforts that normally go through several iterations to optimize how the different fault planes connect with each other. Many techniques have been developed to automate this process, such as seismic coherence estimation, edge detection, and ant-tracking, to name a few. However, these techniques do not take advantage of the valuable experience accumulated by the interpreters. Using CNNs, however, is a technique to automatically detect and map fault zones using 3D seismic images in a similar fashion to the way done by interpreters.
PranjalGhildiyal/NLP-using-Markov-model
Using Markov chains to predict the next word in a sequence
PranjalGhildiyal/Airflow
Experimenting with airflow
PranjalGhildiyal/ApacheKafka
PranjalGhildiyal/Archiving-Service
PranjalGhildiyal/Petrol-Prices-Prediction
The history of petrol prices can be used to prediction using LSTM, ARIMA, SARIMA and other autoregressive techniques.
PranjalGhildiyal/TimeSeriesAnalysis-using-pmdarima
PranjalGhildiyal/Using-Colour-Detection-to-segment-Rocks-containing-hydrocarbon
Applying colour detection and masks to rock sections to detect the possible oil bearing formations, namely Vitrinite and liptinite.
PranjalGhildiyal/Importing-Service
PranjalGhildiyal/PranjalGhildiyal
Config files for my GitHub profile.