Stars
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
by ex-googlers, for ex-googlers - a lookup table of similar tech & services
A curated list of articles that cover the software engineering best practices for building machine learning applications.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
A cheatsheet of modern C++ language and library features.
Collection of helpful tips and tricks for VS Code.
Siamese and triplet networks with online pair/triplet mining in PyTorch
Fast and accurate object detection with end-to-end GPU optimization
A set of notebooks explaining swift for tensorflow optimized to run in Google Collaboratory.
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
OpenMMLab Detection Toolbox and Benchmark
Models and examples built with TensorFlow
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
PyTorch Tutorial for Deep Learning Researchers
fast.ai starter kit for Google Landmark Retrieval 2019 challenge
Fast and memory-efficient ANN with a subset-search functionality
My best practice of training large dataset using PyTorch.
A faster pytorch implementation of faster r-cnn
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Image-to-Image Translation in PyTorch
Latex code for making neural networks diagrams
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Fast C++ implementation of https://github.com/yahoo/lopq: Locally Optimized Product Quantization (LOPQ) model and searcher for approximate nearest neighbor search of high dimensional data.
TensorFlow - A curated list of dedicated resources http://tensorflow.org
State-of-the-art 2D and 3D Face Analysis Project
Fader Networks: Manipulating Images by Sliding Attributes - NIPS 2017
A timeline showing the development of Generative Adversarial Networks (GAN).
Simple examples to introduce PyTorch