Repository Index

Learning to See in the Dark. CVPR 2018

• python
• rawpy
• tensorflow

Deep Reinforcement Learning for Keras.

• keras
• tensorflow
• theano
• reinforcement-learning

Neural style in TensorFlow! 🎨

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

• point-cloud
• classification
• segmentation
• neural-network

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

• coremltools
• tensorflow
• pytorch
• coreml

A TensorFlow implementation of DeepMind's WaveNet paper

Tools to Design or Visualize Architecture of Neural Network

• tools
• visualize-data
• visualize-networks
• visualize

Build Graph Nets in Tensorflow

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

[Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime

• animegan
• tensorflow-gpu
• animeganv2

Reference models and tools for Cloud TPUs.

a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image

• tensorflow
• deep-learning
• machine-learning
• python

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

• deep-learning
• tensorflow
• keras
• tfjs

Removing people from complex backgrounds in real time using TensorFlow.js in the web browser

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

• keras
• tensorflow
• image-processing
• deep-learning

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

The "Python Machine Learning (3rd edition)" book code repository

• machine-learning
• deep-learning
• tensorflow
• scikit-learn

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

• data-analytics
• data-science
• pandas
• data-manipulation

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

• machine-learning
• deep-learning
• data-science
• neural-networks

Machine Learning and Agentic AI Resources, Practice and Research

• machine-learning
• deep-learning
• nlp
• computer-vision

The central nervous system and backend orchestrator for Fractal. It handles multi-tenant task scheduling, real-time TFLOPs budgeting, and federated weight aggregation using FedAvg.

• backend
• fedavg
• federated-learning
• flask

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

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

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

• unet
• fpn
• segmentation
• keras

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

• keras
• deep-learning
• text-generation
• tensorflow

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

• machine-learning
• data-science
• python
• mathematics