Vansh Gupta's repositories
Fuzzy-Representation-Learning
A Fuzzy Pre-procressing layer which can be used with embeddings to enrich the information content.
SDO-HMI-LOS-Magnetogram-images-
I have collected some images of around 20 Active Regions and separated them into training and test sets to run a CNN solar flare prediction model
BitPredict--Bitcoin-Price-forecasting-model
BitPredict is a time series forecasting machine learning project through which I have applied my knowledge of Linear layers, LSTM layers, Convolutional Layers and other concepts into predicting the bitcoin prices using the historical prices dataset from October 2013. All the useful resources are mentioned in the notebook.
dvc_project
A very basic machine learning model which uses dvc for data version control
MLOPS
A MLOPS project which uses zenml, mlflow and streamlit to create pipelines and deploy the model
SkimLit-NLP-model
SkimLit is a Natural Language Processing based model which includes different embeddings and architectures for processing the PubMed dataset. Links to the papers which include the dataset and the details of the architectures are mentioned in the Colab notebook