rnepal2

AI-Assistant

OpenAI GPT-3 NLP task completion & Stable Diffusion Text2Image generator, before ChatGPT and DALL-E

Cutstom-kNN-Classifier

Implementation of brute-force kNN classifier, testing kNN with wine dataset

Global-Terrorism-Data-Analysis

Analysis, visualization and prediction model development of the Global Terrorism Database.

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

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.

Regression-Models

Implementation of linear and logistic regression models using gradient descent algorithm

Solubility-Prediction-with-Graph-Neural-Networks

GNN, GCN, Molecular Solubility, RDKit, Cheminformatics

Time-Series-Problems

Machine learning-based prediction models with time-series data (1. ECG Signal Classification)

Trump-Tweets-Analysis

Scraping tweets from twitter using Tweepy, collecting Trump tweets and analysis, creating a Twitter bot

rnepal2/Solubility-Prediction-with-Graph-Neural-Networks

GNN, GCN, Molecular Solubility, RDKit, Cheminformatics

rnepal2/AI-Assistant

OpenAI GPT-3 NLP task completion & Stable Diffusion Text2Image generator, before ChatGPT and DALL-E

rnepal2/Time-Series-Problems

Machine learning-based prediction models with time-series data (1. ECG Signal Classification)

rnepal2/Global-Terrorism-Data-Analysis

Analysis, visualization and prediction model development of the Global Terrorism Database.

rnepal2/HPC-CUDA-Scheduler

scheduler to run GPU-accelerated mumax3 simulations in superconductors

rnepal2/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.

rnepal2/Trump-Tweets-Analysis

Scraping tweets from twitter using Tweepy, collecting Trump tweets and analysis, creating a Twitter bot

rnepal2/Cutstom-kNN-Classifier

Implementation of brute-force kNN classifier, testing kNN with wine dataset

rnepal2/House-Prices-Data

Exploration of kaggle House Price Data and building house price prediction models

rnepal2/Regression-Models

Implementation of linear and logistic regression models using gradient descent algorithm

rnepal2/Titanic-Machine-Learning-from-Disaster

kaggle-titanic: machine learning solution with tensorflow

rnepal2/Microsoft-Malware-Prediction

A prediction model that predicts whether a Microsoft computer will be infected with malware or not.

rnepal2/3

GPU-accelerated micromagnetic simulator

rnepal2/algorithms

Minimal examples of data structures and algorithms in Python

rnepal2/algorithms_and_problems

Implementation of different algorithms and solution to interesting problems.

rnepal2/Database-MongoDB

creating mongoDB databases, playing with them with queries

rnepal2/Euler-Project-Problems

Solutions of EulerProject problems!

rnepal2/Image-Hub

Temporary image sources hosted to use for my online works

rnepal2/keras-vis

Neural network visualization toolkit for keras

rnepal2/magnon-current

Calculates magnon current with micromagnetics data!

rnepal2/meromorphy

rnepal2/Naive-Bayes-Classifier-SpamEmail

Implementation of Naive-Bayes Classifier and using it to identify spam emails from the email dataset.

rnepal2/Purchase-Analytics

Insight Data Engineering Project

rnepal2/rnepal2

rnepal2/Superconductor-Tc-Prediction

Superconductivity, Critical Temperature, High-Tc Superconductivity, Tc prediction with Machine Learning

rnepal2/vampire-run

vampire files: ensemble averaging and correlation calculations

rnepal2/vector-plot

plots magnetization vectors in a lattice from discrete data