Repository Index

Scalable and user friendly neural :brain: forecasting algorithms.

• deep-learning
• forecasting
• esrnn
• nbeats

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

Lightweight library to build and train neural networks in Theano

• deep-learning-library
• neural-networks
• python
• theano

A best practice for tensorflow project template architecture.

• tesnorflow
• software-engineering
• oop
• deep-learning

🛠 All-in-one web-based IDE specialized for machine learning and data science.

• machine-learning
• deep-learning
• data-science
• docker

Neural Network to colorize grayscale images

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

• quantum
• machine-learning
• deep-learning
• neural-network

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• machine-learning
• deep-learning
• lstm
• human-activity-recognition

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

• caffe
• colorization
• automatic-colorization
• deep-learning

Run DLSS 5 Neural Rendering on your AMD GPU. Magic!

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

• differential-equations
• differentialequations
• julia
• ode

TensorFlow (Python API) implementation of Neural Style

• style-transfer
• tensorflow
• convolutional-neural-network
• deep-learning

StellarGraph - Machine Learning on Graphs

• graphs
• machine-learning
• machine-learning-algorithms
• graph-convolutional-networks

List of articles related to deep learning applied to music

• awesome
• awesome-list
• unicorns
• list

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

• pytorch
• graph-neural-networks
• temporal-networks
• temporal-graphs

A library for prototyping realtime hand detection (bounding box), directly in the browser.

• javascript
• javascript-library
• handtracking
• neural-networks

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

• chatbot
• deep-learning
• tensorflow
• seq2seq

A curated list of resources for Learning with Noisy Labels

• noisy-labels
• label-noise
• deep-neural-networks
• noisy-data

Deep neural network to extract intelligent information from invoice documents.

• invoice
• invoice-management
• invoices
• invoice-insight

A curated list of resources on implicit neural representations.

TensorFlow Tutorials

• tensorflow-tutorials
• convolutional-neural-networks
• recurrent-neural-networks

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

• machine-learning
• python
• statistics
• scikit-learn

Message Passing Neural Networks for Molecule Property Prediction

• machine-learning
• chemistry
• neural-networks
• drug-discovery

R-CNN: Regions with Convolutional Neural Network Features