Vikasdubey0551/Conditions-Monitoring-ML

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Created about 4 years ago
Updated about 4 years ago

Vikasdubey0551/Conditions-Monitoring-ML

Vikasdubey0551

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Application of Machine Learning and Data Analysis in Wind Turbine Condition Monitoring

ML-drug-effectiveness-abl-kinase

Classification of bioactivity and effectiveness of the drug based on Lipinski molecular descriptors for ABL-kinase using Machine learning classfiers

Jupyter Notebook

Diabetes-classification-Machine-learning

Diabetes prediction using machine-learning classifiation

Jupyter Notebook

EDA_and_Timeseries-forecasting_power_consumption

Exploratory data analysis (EDA), Time series analysis, forecasting and model comparision on house power consumption data with Recurrent Neural Networks (LSTM/GRU)

Jupyter Notebook

Sequential-analysis-ANN

Classification of protein function based on their sequences with Artificial Neural Networks

Jupyter Notebook

toggle-docstrings

A simple VSCode extension to show/hide Python Docstrings.

svd_angle_between_vectors

'Fits' a vector/vectors to the helix/helicies using Singular Value Decomposition (SVD) and measures angle between them in a trajectory.

xvg_to_csv

Converts one or more XVG files to a combine CSV file

Deep-channel-predictor

Bidirectional LSTM model to predict open ion-channels

Jupyter Notebook

Deep-Key-predictor

Prediction the key of the song with recurrent neural networks

Jupyter Notebook

jupyterlab-browser

A small extension to open any file in Jupyterlab or start Jupyterlab session in browser

clustering-and-markov-models

Spectral Clustering and Markov state models for conformational analysis

Jupyter Notebook

LLM-content-classification

LLM content classification with only prompt engineering