本项目是对《Neural Networks from Scratch in Python》读后的总结,在本项目中将应用Python(numpy)从0开始实现一个全连接神经网络,提供所有可运行代码,并对每一段代码加入注释(自己的理解)。本项目内容包括:全连接层、激活函数、损失函数、梯度、反向传播、优化器、正则化、dropout、数据集处理、模型验证、参数保存和下载、预测推理。
☆56Oct 7, 2023Updated 2 years ago
Alternatives and similar repositories for Neural-Networks-from-Scratch-in-Python
Users that are interested in Neural-Networks-from-Scratch-in-Python are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Two-wheel differential mobile robot NEOR in Crop☆20Jun 25, 2022Updated 3 years ago
- ROS话题通信初探——基于NMPC的无人艇定点控制与轨迹跟踪控制☆32Nov 14, 2024Updated last year
- My personal website. :) 笑笑的个人网站。smilingwayne.github.io/me/☆38Apr 1, 2026Updated 2 weeks ago
- Do not sleep on traditional machine learning for sleep stage scoring☆52Nov 19, 2023Updated 2 years ago
- Reproducible-Bayesian-Tensor-Machine-Learning-SOTA☆32Mar 24, 2026Updated 3 weeks ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Matplotlib Image labeller for classifying images☆11Apr 6, 2026Updated last week
- (BMVC 2020 Oral) Neighbourhood-Insensitive Point Cloud Normal Estimation Network☆10Jun 30, 2025Updated 9 months ago
- A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck☆10Sep 9, 2022Updated 3 years ago
- ☆11May 17, 2024Updated last year
- Code for the paper "Reflectance-guided, contrast-accumulated histogram equalization" published in ICASSP 2020.☆10Sep 15, 2022Updated 3 years ago
- ☆10Feb 2, 2023Updated 3 years ago
- ☆11Dec 8, 2022Updated 3 years ago
- Forecasting library in python☆13Sep 6, 2019Updated 6 years ago
- Fast Registration Of image Groups☆13Apr 2, 2026Updated 2 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Transfer Learning for Stenosis Detection in X-ray Coronary Angiography☆13Jul 3, 2021Updated 4 years ago
- ☆10Nov 9, 2020Updated 5 years ago
- ☆11May 20, 2022Updated 3 years ago
- A library of techniques for local interpretation of machine learning models☆13Mar 24, 2023Updated 3 years ago
- select stock automatically, trade manually☆12Jul 26, 2020Updated 5 years ago
- Winning Solution for the M5 Competition for Uncertainty Forecasting☆10May 25, 2023Updated 2 years ago
- Use total, upper, down, relative volatility factors to find Alpha. Implement whole trading process & back-test with visualization.☆12May 30, 2021Updated 4 years ago
- This is a joint project between Helmholtz Imaging (located at DKFZ) and Lin Yang and Otmar Schmid (Helmholtz Munich).☆13Nov 6, 2024Updated last year
- Sparse-Dense Motion Modelling and Tracking for Manipulation without Prior Object Models☆13Jan 13, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 基金数据显示。☆11Apr 29, 2023Updated 2 years ago
- Re-implementation of the paper KinectFusion: Real-Time Dense Surface Mapping and Tracking☆11Jan 3, 2021Updated 5 years ago
- smplify code for point cloud based HMR☆10Jan 11, 2022Updated 4 years ago
- Possion Reconstruction☆12Aug 9, 2021Updated 4 years ago
- Second coursework & case from Sber Data Science competition. Links to scientific papers to which I will refer will be here.☆13Nov 12, 2021Updated 4 years ago
- VascuSynth: Vascular Tree Synthesis Software☆11Nov 23, 2022Updated 3 years ago
- IPython Notebook for Sentiment Classification☆10Nov 12, 2014Updated 11 years ago
- 量化交易☆11Jan 3, 2023Updated 3 years ago
- A Simple Sparse Odometry Dense Mapping RGBD-Reconstruction☆13Jun 30, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is the time series forecasting models modified by xinze.zh.☆12Mar 10, 2023Updated 3 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆11Apr 8, 2020Updated 6 years ago
- Processing for Hearing-Assistive/Augmented-reality Devices (HADES)☆13Jan 13, 2026Updated 3 months ago
- ☆10Nov 29, 2022Updated 3 years ago
- Wrapper to expose Kinect for Windows v2 API in Python☆10Feb 18, 2018Updated 8 years ago
- Human Pose Estimation in Real-World Metric Coordinates☆12Jul 6, 2023Updated 2 years ago
- Neural Transmitted Radiance Fields☆12Apr 11, 2024Updated 2 years ago