Shivaditya Meduri's repositories
transvalorResearchProject
Graph Neural Network-based Surrogate Models for Finite Element Analysis
ensembleLearning
An implementation of Decision tree classifier and regressor Machine Learning model. Also additional ensemble methods including Random Forest and Gradient Boosting are implemented.
ABSA-BERT-pair
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)
TravelReservationSystem-SQLite-
An SQLite database for a travel reservation company dealing with flight & hotel reservations.
3D-Machine-Learning
A resource repository for 3D machine learning
a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
BERT_for_ABSA
In this work (Targeted) Aspect-Based Sentiment Analysis task is converted to a sentence-pair classification task and a pre-trained BERT model is fine-tuned on it.
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dlaicourse
Notebooks for learning deep learning
docs
TensorFlow documentation
GNN-Surrogate
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations - Source Code
Kaggle-Challenges
All the notebooks I made to solve Kaggle challenges
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
meshio
:spider_web: input/output for many mesh formats
Practicals---CPP
CPP file
pycma
Python implementation of CMA-ES
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
scikit-learn-mooc
Machine learning in Python with scikit-learn MOOC
tensorflow
An Open Source Machine Learning Framework for Everyone
tesseract
Tesseract Open Source OCR Engine (main repository)
Transvalor-CRP
This repo consists of code files that tackle applied machine learning on Finite mesh data. VTK file format 3d structures are used for training of 3d ML models used to detect patterns.