Rabindra Nepal's repositories
Solubility-Prediction-with-Graph-Neural-Networks
GNN, GCN, Molecular Solubility, RDKit, Cheminformatics
AI-Assistant
OpenAI GPT-3 NLP task completion & Stable Diffusion Text2Image generator, before ChatGPT and DALL-E
Time-Series-Problems
Machine learning-based prediction models with time-series data (1. ECG Signal Classification)
Global-Terrorism-Data-Analysis
Analysis, visualization and prediction model development of the Global Terrorism Database.
ML-Experiments
Some introductory and interesting topics in machine learning and deep learning: EDA, HMM, kNN, linear regression, logistic regression, Naive Bayes Classifier, Support Vector Machines etc.
Trump-Tweets-Analysis
Scraping tweets from twitter using Tweepy, collecting Trump tweets and analysis, creating a Twitter bot
Cutstom-kNN-Classifier
Implementation of brute-force kNN classifier, testing kNN with wine dataset
House-Prices-Data
Exploration of kaggle House Price Data and building house price prediction models
HPC-CUDA-Scheduler
scheduler to run GPU-accelerated mumax3 simulations in superconductors
Regression-Models
Implementation of linear and logistic regression models using gradient descent algorithm
Titanic-Machine-Learning-from-Disaster
kaggle-titanic: machine learning solution with tensorflow
Microsoft-Malware-Prediction
A prediction model that predicts whether a Microsoft computer will be infected with malware or not.
algorithms
Minimal examples of data structures and algorithms in Python
algorithms_and_problems
Implementation of different algorithms and solution to interesting problems.
Database-MongoDB
creating mongoDB databases, playing with them with queries
Euler-Project-Problems
Solutions of EulerProject problems!
magnon-current
Calculates magnon current with micromagnetics data!
Naive-Bayes-Classifier-SpamEmail
Implementation of Naive-Bayes Classifier and using it to identify spam emails from the email dataset.
Purchase-Analytics
Insight Data Engineering Project
Superconductor-Tc-Prediction
Superconductivity, Critical Temperature, High-Tc Superconductivity, Tc prediction with Machine Learning
vampire-run
vampire files: ensemble averaging and correlation calculations
vector-plot
plots magnetization vectors in a lattice from discrete data