Repository Index

Build Graph Nets in Tensorflow

• graph-networks
• graphs
• deep-learning
• neural-networks

A PyTorch Library for Accelerating 3D Deep Learning Research

• pytorch
• 3d-deep-learning
• neural-networks
• differentiable-rendering

Image augmentation library in Python for machine learning.

• augmentation
• machine-learning
• deep-learning
• neural-networks

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

links to conference publications in graph-based deep learning

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

Run Keras models in the browser, with GPU support using WebGL

• deep-learning
• machine-learning
• webgl
• tensorflow

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

• pytorch
• neural-network
• python
• machine-learning

A unified, comprehensive and efficient recommendation library

• recommender-systems
• collaborative-filtering
• knowledge-graph
• ctr-prediction

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-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

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

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

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

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

TensorFlow Tutorials

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