Moitree Basu
  • Bio
  • Papers
  • Experience
  • Projects
  • Recent & Upcoming Talks
    • Example Talk
  • Projects
    • MANTIS [Multi-Architecture Neural Text Intelligence System] - A Named Entity Recognition (NER) and document type classification project that combines transformer-based models (BERT and T5)
    • IPA2WAV - A deep learning-based text-to-speech synthesis system that converts International Phonetic Alphabet (IPA) symbols to speech
    • Grapheme-to-Phoneme Synthesis - An LSTM based model for machine translation applied to grapheme-to-phoneme synthesis.
    • Intellidoc - An advanced document classification algorithm using Large Language Models (LLMs).
    • Transformer from scratch - Implementation of the Transformer model from scratch in pytorch
    • Multi-Class Classification with a Neural Network on the Iris Dataset
    • Exploratory Data Analysis in Machine Learning
  • Publications
    • Privacy-preserving AI using declarative constraints
    • A method to translate privacy requirements into a configuration for privacy-preserving machine learning applied to multi-centric studies
    • Interpretable privacy with optimizable utility
    • Agile MaryTTS Architecture for the Blizzard Challenge 2018
    • Hybrid of particle swarm optimization and simulated annealing for multidimensional function optimization
    • Next Generation Sequencing Using Ant Colony Optimization Algorithm and Binary Particle Swarm Optimizers
    • A service based trust management classifier approach for cloud security
  • Projects
  • Bkps
    • Blog
      • ๐ŸŽ‰ Easily create your own simple yet highly customizable blog
      • ๐Ÿง  Sharpen your thinking with a second brain
      • ๐Ÿ‘ฉ๐Ÿผโ€๐Ÿซ Teach academic courses
      • โœ… Manage your projects
      • ๐Ÿ“ˆ Multi-Class Classification with a Neural Network on the Iris Dataset
      • ๐Ÿ“ˆ Exploratory Data Analysis on the problem of "Predicting Passenger Transportation on the Spaceship Titanic"
    • Pandas
    • PyTorch
  • Experience
  • Teaching
    • Learn JavaScript
    • Learn Python
  • Blog

Multi-Class Classification with a Neural Network on the Iris Dataset

Aug 15, 2023 ยท 0 min read
Go to Project Site
Last updated on Aug 15, 2023
Pytorch Kaggle Neural Network Deep Learning IRIS
Moitree Basu
Authors
Moitree Basu
PhD [ML, Privacy, NLP]

← Transformer from scratch - Implementation of the Transformer model from scratch in pytorch Nov 21, 2023
Exploratory Data Analysis in Machine Learning Jul 29, 2023 →

Privacy

ยฉ 2024 Moitree BASU. This work is licensed under CC BY NC ND 4.0

Published with Hugo Blox Builder โ€” the free, open source website builder that empowers creators.