rnepal2 Goto Github PK

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GPU-accelerated micromagnetic simulator

ai-assistant

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

algorithms

Minimal examples of data structures and algorithms in Python

algorithms_and_problems

Implementation of different algorithms and solution to interesting problems.

cutstom-knn-classifier

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

database-mongodb

creating mongoDB databases, playing with them with queries

euler-project-problems

Solutions of EulerProject problems!

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

image-hub

Temporary image sources hosted to use for my online works

keras-vis

Neural network visualization toolkit for keras

magnon-current

Calculates magnon current with micromagnetics data!

meromorphy

microsoft-malware-prediction

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

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.

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

regression-models

Implementation of linear and logistic regression models using gradient descent algorithm

rnepal2

solubility-prediction-with-graph-neural-networks

GNN, GCN, Molecular Solubility, RDKit, Cheminformatics

superconductor-tc-prediction

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

time-series-problems

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

titanic-machine-learning-from-disaster

kaggle-titanic: machine learning solution with tensorflow

trump-tweets-analysis

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

vampire-run

vampire files: ensemble averaging and correlation calculations

vector-plot

plots magnetization vectors in a lattice from discrete data