This repo contains implementations of key unsupervised learning techniques, including image compression (K-means, GMM), PCA for Eigenfaces, ICA for audio separation, and CVAE for MNIST generation. It's a resource for understanding and applying foundational algorithms.

UIUC IRisk Lab: Neural Network from Scratch

🧰 FashionMNIST Computer Vision

Improved implementation of Tariq Rashid's "Make Your Own Neural Network"

MNIST應用

Java read Tensorflow model created at Deep MNIST for Experts

CNN on MNIST dataset - Keras

An american sign language recognition task using CNN and machine learning algorithms

Python script to download and parse the MNIST dataset into a NumPy array.

Implementation of the original VAT (Virtual Adversarial Training) paper in Keras.

Quantum MNIST using amplitude encoding instead of dimensionality reduction.

Working through the book http://neuralnetworksanddeeplearning.com

Just another Neural Network Implementation for the MNIST data set

This repository contains the implementation and visualization of some autoencoders for latent space pattern-learning

Convert data in IDX format in MNIST Dataset to Numpy Array using Python

MNIST handwritten digit classification using PyTorch

mnist dataset for hand written digit recognition

A Neural Network implemented from scratch as per http://neuralnetworksanddeeplearning.com/ in Rust. This is then trained on MNIST. This is also used in Rust-NN-Web project to compile to WASM and recognize digits.

GAN and WGAN experiments on MNIST and CelebA (Written for ECE6254 Final Project)

Child repository of Deep-learning-with-PyTorch-and-GCP