From Scratch Python Packages

lucid-dl

Lumerico's Comprehensive Interface for Deep Learning

neuralengine

An open-source framework/library for building and training neural networks in Python with support for GPUs (CUDA).

attocode

A series of lessons, 0 to hero ai coding agent building guide.

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.

melpy

A NumPy-based deep learning library for building neural networks. It features an automatic differentiation engine and supports training architectures like LSTM, CNN, and FNN.

pydojoml

Machine Learning library for Python

gleamlm

GleamLM大语言模型全栈训练平台——核心代码用 PyTorch 从零实现，最低仅需 12GB 消费级显卡即可完整训练，另有一套工业代码与手写实现消费同一份数据逐层对照。模型训练支持CLI和可视化训练。

neuralnetworks-shine7

Feed Forward Neural Networks using Numpy

neuralforge

Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.

curlpy-nicolaszmarzagao

A curl implementation written in python3.

torchleet

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

nicenet

Feed Forward Neural Networks using Numpy

babybert

Minimal PyTorch implementation of BERT model with usage examples.

ifri-mini-ml-lib

A minimalist machine learning library built from scratch by IFRI AI students to explore and understand core ML algorithms.🇧🇯

numl

Учебная python библиотека машинного обучения на чистом NumPy

torchy-nn

Built from scratch neural network library using only NumPy

rawml

Neural Networks without any high level API.

meridian-rag

A from-scratch grounded RAG engine over biomedical literature (PubMed). Every ML component trained in-house; every answer cited, verified, or refused. Not medical advice.

tulia

Contains self-implemented Machine Learning algorithms using only numpy.

shineflow

Feed Forward Neural Networks using Numpy