Mnist Python Packages

medmnist

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

hypercube-lcn

Locally connected deep neural network on a Boolean hypercube: the cube's edges are the wiring, and every weight trains. C++ core + Python SDK.

hypercube-cascade

A cascaded preprocessor architecture built on the hypercube substrate: an etalon-style geometric mixing stage followed by a synthetic-orbit dynamical encoding stage, feeding a hypercube CNN.

hypercube-wtf

Frozen hypercube reservoir for static high-dimensional fields (spectra, sensors, images). Short synthetic orbit, HypercubeCNN on the end state only. C++23 + Python.

minetorch

Build deep learning applications in a new and easy way.

neural-network-digits

Neural network from scratch in pure Python + NumPy that recognises handwritten digits (MNIST), with an educational GUI: watch it learn, tweak it while it trains, look inside every layer.

tsnecuda

GPU Accelerated t-SNE for CUDA with Python bindings

zeroth-learn

NumPy implementation of vectorized zeroth-order neural-network training, validated on MNIST.

alicia

A CLI to download, create, modify, train, test, predict and compare an image classifiers.

early-stopping-pytorch

Early stopping for PyTorch

jestimator

Amos optimizer with JEstimator lib.

mnistvit

PyTorch implementation of a vision transformer for training on MNIST

hyperion-ml

Python toolkit for speech processing

ddu-dirty-mnist

Dirty-MNIST dataset introduced in "Deterministic Neural Networks with Inductive Biases Capture Epistemic and Aleatoric Uncertainty" (https://arxiv.org/abs/2102.11582)

aeronet-learn

An educational neural network library written using python, numpy, and minimal scipy functions

mantissa-cnn

CNN classifier in Python on the mantissa C engine — LeNet-5, VGG-style and AlexNet-style model zoo with paper citations, five classic image datasets, and honest speed/accuracy/RAM benchmarks vs PyTorch, TensorFlow and scikit-learn.

mnistdb

Load MNIST handwritten digits with Python

litmnist

Deep learning project template based on PyTorch Lightning and Hydra.

prdnn

Code from PLDI '21 paper "Provable Repair of Deep Neural Networks."