Rank #8,990 554 starsJupyter Notebook

numpy_neural_network

by yizt (personal account)

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ... (description from the project’s GitHub page)

View on GitHub

Repository facts

Stars: 554
Forks: 109
Open issues and pull requests: 5
Primary language: Jupyter Notebook
License: Apache License 2.0 (Apache-2.0)
Owner: yizt · Personal account
Created: Aug 18, 2018
Last push: Nov 28, 2020

Topics

Rank #8,990 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Projects that share this one’s GitHub topics.

Rank 8,641: Murgio/Food-Recipe-CNN
food image to recipe with deep convolutional neural networks.
588 starsJupyter NotebookNo license file detectedLast push Dec 8, 2022
Rank 2,265: tensorlayer/SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
3,466 starsPythonNo license file detectedLast push Feb 22, 2024
Rank 8,537: ahmedfgad/NumPyCNN
Building Convolutional Neural Networks From Scratch using NumPy
599 starsPythonNo license file detectedLast push Oct 17, 2026
Rank 5,763: MarvinTeichmann/tensorflow-fcn
An Implementation of Fully Convolutional Networks in Tensorflow.
1,093 starsPythonMITLast push Dec 15, 2017
Rank 6,139: taehoonlee/tensornets
High level network definitions with pre-trained weights in TensorFlow
994 starsPythonMITLast push Jan 2, 2021
Rank 8,434: OvidijusParsiunas/myvision
Computer vision based ML training data generation tool
609 starsJavaScriptGPL-3.0Last push Jul 30, 2026

Repository facts

Topics

Related projects

Rank 8,641: Murgio/Food-Recipe-CNN

Rank 2,265: tensorlayer/SRGAN

Rank 8,537: ahmedfgad/NumPyCNN

Rank 5,763: MarvinTeichmann/tensorflow-fcn

Rank 6,139: taehoonlee/tensornets

Rank 8,434: OvidijusParsiunas/myvision

Support Us