Repository Index

Visualizer for neural network, deep learning and machine learning models

• neural-network
• deep-learning
• machine-learning
• deeplearning

机器学习相关教程

• machine-learning
• neural-network
• tensorflow
• python

A MNIST-like fashion product database. Benchmark :point_down:

• mnist
• deep-learning
• benchmark
• machine-learning

The "Python Machine Learning (1st edition)" book code repository and info resource

• machine-learning
• machine-learning-algorithms
• logistic-regression
• data-science

♾ A Graph Visualization Framework in JavaScript.

• graph-drawing
• tree
• network
• graph

Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! We've got Technical Subjects like Operating Systems, DBMS, SQL, Computer Networks, and Object-Oriented Programming, all waiting for you.

• interview-questions
• dsa
• dbms
• sql

pix2code: Generating Code from a Graphical User Interface Screenshot

• deep-learning
• datasets
• deep-neural-networks
• front-end-development

Low-code framework for building custom LLMs, neural networks, and other AI models

• deep-learning
• deeplearning
• deep
• learning

Graph theory (network) library for visualisation and analysis

• cytoscapejs
• graph-theory
• visualisation
• analysis

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

• inpainting
• inpainting-methods
• inpainting-algorithm
• computer-vision

Techniques for deep learning with satellite & aerial imagery

• deep-learning
• deep-neural-networks
• satellite-imagery
• pytorch

Deep learning library featuring a higher-level API for TensorFlow.

• tflearn
• tensorflow
• neural-network
• deep-learning

TensorFlow Tutorials with YouTube Videos

• tensorflow
• deep-learning
• machine-learning
• reinforcement-learning

Learning Convolutional Neural Networks with Interactive Visualization.

• deep-learning
• visualization
• interactive-visualizations
• visual-learning

Efficiently computes derivatives of NumPy code.

• autograd
• automatic-differentiation
• numpy
• python

Flax is a neural network library for JAX that is designed for flexibility.

• jax

🦄 Sourcerer app makes a visual profile from your GitHub and git repositories.

• sourcerer
• profile
• kotlin
• git

A scikit-learn compatible neural network library that wraps PyTorch

• scikit-learn
• pytorch
• machine-learning
• huggingface

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

links to conference publications in graph-based deep learning

• graph-neural-networks
• graph-convolutional-networks
• graph
• deep-learning

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

Scalable and user friendly neural :brain: forecasting algorithms.

• deep-learning
• forecasting
• esrnn
• nbeats

A curated list of awesome network analysis resources.

• network-analysis
• network-visualization
• complex-networks
• political-networks