Gayatri012
MS in Data Science. Some of my current interests are machine learning, algorithms, space science, natural language processing, big data, & hiking.
Pinned Repositories
DataStructuresAndAlgorithms
Projects from Algorithm and Data Structures course
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
facies_classification_benchmark
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).
Facies_Classification_Weak_Supervision
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "Facies Classification with Weak and Strong Supervision -- A Comparative Study" (accepted for publication in the SEG Extended abstracts, May 2019).
LangChain-Summarization
Use LangChain to extract information from 10-K/ 10-Q SEC filings and create summaries of the extracted document
MachineLearning
Projects based on various Machine Learning Algorithms
NLP
Letting the machines comprehend our language and intentions
OpenAIContentCreator
Create Tweets and Hashtags using OpenAI APIs based on user prompts
pysat
System science for space and ground based measurement platforms.
Gayatri012's Repositories
Gayatri012/MachineLearning
Projects based on various Machine Learning Algorithms
Gayatri012/DataStructuresAndAlgorithms
Projects from Algorithm and Data Structures course
Gayatri012/deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Gayatri012/DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
Gayatri012/facies_classification_benchmark
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).
Gayatri012/Facies_Classification_Weak_Supervision
The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "Facies Classification with Weak and Strong Supervision -- A Comparative Study" (accepted for publication in the SEG Extended abstracts, May 2019).
Gayatri012/LangChain-Summarization
Use LangChain to extract information from 10-K/ 10-Q SEC filings and create summaries of the extracted document
Gayatri012/NLP
Letting the machines comprehend our language and intentions
Gayatri012/OpenAIContentCreator
Create Tweets and Hashtags using OpenAI APIs based on user prompts
Gayatri012/pysat
System science for space and ground based measurement platforms.
Gayatri012/pysatCDF
Python reader for NASA CDF file format
Gayatri012/pysatMagVect
Calculates geomagnetic unit vectors (field aligned, zonal, and meridional) and includes supporting routines for characterizing the motion of ionospheric plasma
Gayatri012/RecommendationSystemBaidu
Context-aware best multi modal transport route
Gayatri012/WebScraping
Web scraping of jobs of user's choice filtered as per location from a job portal