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。
☆55Oct 7, 2023Updated 3 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:
- A transfer learning-based random forest regression model☆15Aug 25, 2018Updated 8 years ago
- Discovering directional relations via minimum predictive information regularization☆23Jan 13, 2020Updated 6 years ago
- A Codex skill for reconstructing scientific figures as layered, editable PowerPoint slides.☆44Oct 24, 2026Updated last week
- Do not sleep on traditional machine learning for sleep stage scoring☆52Nov 19, 2023Updated 2 years ago
- Code for paper: "What’s in the Image? A Deep-Dive into the Vision of Vision Language Models" (CVPR 2025)☆18May 1, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A mosaic detecting software based on phasing and random forest☆72Dec 8, 2025Updated 10 months ago
- learn mojo☆10May 6, 2026Updated 5 months 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
- Experiments with the Mojo 🔥 programming language on macOS arm64 guided by tests☆14Jan 8, 2026Updated 9 months ago
- Topology-Aware Loss function on UNet Architecture☆11Mar 1, 2025Updated last year
- A foundational transformer leveraging full night, multichannel sleep study data accurately classifies sleep stages☆13Jul 14, 2026Updated 3 months ago
- We propose a novel fusion strategy that can effectively fuse information from different modality combinations. We also propose a new mode…☆33Apr 18, 2024Updated 2 years ago
- 这是一个基于C++实现的从零开始的大模型推理框架☆10Nov 18, 2024Updated last year
- A library for minimizing the effects of confounding covariates☆15Oct 22, 2026Updated last week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- learn-kotlin☆13Nov 24, 2020Updated 5 years ago
- ☆10Jul 21, 2019Updated 7 years ago
- Emotion Detection from Facial Expressions C++ Version☆12Jun 11, 2018Updated 8 years ago
- A research project and comparative study on various Active Noise Cancellation Algorithms like FxLMS, EMFN, Chebyshev filter and Hammerste…☆10Jul 3, 2022Updated 4 years ago
- Multi-domain vessel segmentation model (MICCAI TOPCOW Challenge 2023).☆12Sep 11, 2025Updated last year
- ☆10May 30, 2024Updated 2 years ago
- (BMVC 2020 Oral) Neighbourhood-Insensitive Point Cloud Normal Estimation Network☆10Jun 30, 2025Updated last year
- this repository contains a Colab notebook to classify the heart sound as normal or abnormal☆11Jul 5, 2020Updated 6 years ago
- A web-based Verilog simulator for designing, running, and visualizing RTL code in-browser.☆16Oct 4, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An openGL GLSL implementation of various flavours of ICP, including point to plane KinectFusion - Newcombe et al, point to SDF fusion - C…☆10Oct 8, 2020Updated 6 years ago
- FinAILab's Financial DataSets☆12Mar 12, 2022Updated 4 years ago
- ☆12May 20, 2022Updated 4 years ago
- Running mean, variance, skew, and kurtosis☆13Mar 5, 2022Updated 4 years ago
- A calibration software for RGBD-sensors like the Kinect. Please cite our work when using our software in your own research or publication…☆12Jun 8, 2020Updated 6 years ago
- smplify code for point cloud based HMR☆10Jan 11, 2022Updated 4 years ago
- Sample radare2 project templates☆17Jan 23, 2026Updated 9 months ago
- Code for ICDM2021 paper 'GNES: Learning to Explain Graph Neural Networks'☆11Dec 9, 2021Updated 4 years ago
- Codebase for paper titled: "Using Machine and Deep Learning Models, On-Chain Data, and Technical Analysis for Predicting Bitcoin Price Di…☆11Mar 20, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- NextJS application to upload an image, extract the open pose and edit the keypoints.☆11Oct 4, 2023Updated 3 years ago
- terminal ui mojo programming language☆12Mar 11, 2026Updated 7 months ago
- AetherLearn is an agentic AI-powered educational video generation platform that orchestrates multiple AI agents using LangGraph to conver…☆16Jul 28, 2026Updated 3 months ago
- A comprehensive list of pain intensity classification papers mainly based on deep learning algorithms☆13Oct 20, 2024Updated 2 years ago
- Code for the paper "Reflectance-guided, contrast-accumulated histogram equalization" published in ICASSP 2020.☆10Sep 15, 2022Updated 4 years ago
- benchmark-tools for agent harness☆16Apr 2, 2026Updated 7 months ago
- Denoiser onnx model usage☆11Nov 30, 2023Updated 2 years ago