sumit403 0.6

Automated Deep Learning toolkit with ready-to-run experiments for Jupyter/Colab.

sumit403

Automated Deep Learning toolkit with ready-to-run experiments for Jupyter / Google Colab.

Install

pip install sumit403

Usage

import sumit403

# Inject experiment code into a Jupyter / Colab cell
sumit403.p1()   # Feed Forward Neural Network (MNIST)
sumit403.p2()   # XOR via perceptron
sumit403.p3()   # Image classification stages
sumit403.p4()   # Simple CNN (PyTorch)
sumit403.p5()   # Sentiment Analysis with RNN
sumit403.p6()   # LSTM Auto-encoder
sumit403.p7()   # GAN image generation
sumit403.p8()   # Word Embeddings + PCA
sumit403.p9()   # CIFAR-10 CNN with Data Augmentation  (NEW in 0.6)

Each call auto-detects missing libraries, installs them, and injects the experiment code into the next cell so you can run it immediately.

Changelog

• 0.6 — Added p9: CIFAR-10 CNN with data augmentation.
• 0.5 and earlier — p1 through p8.