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a-2017

Public Repository for cs109a, 2017 edition

adversarialnetspapers

The classical papers and codes about generative adversarial nets

algorithm_lunch

Algorithm

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-semantic-segmentation

awesome-semantic-segmentation

awesome-system-for-machine-learning

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

beam

Apache Beam is a unified programming model for Batch and Streaming data processing.

bpf-learning

build-complete-website-expressjs

build-your-own-x

🤓 Build your own (insert technology here)

cmpe-255-group-project

data-science-decal-fall-2017

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

dslabs

Distributed Systems Labs and Framework

elasticsearch

Free and Open, Distributed, RESTful Search Engine

fdb-kubernetes-operator

A kubernetes operator for FoundationDB

go-playground

gotraining

Go Training Class Material :

grpc-go

The Go language implementation of gRPC. HTTP/2 based RPC

hertz

Go HTTP framework with high-performance and strong-extensibility for building micro-services.

incubator-brpc

brpc is an Industrial-grade RPC framework using C++ Language, which is often used in high performance system such as Search, Storage, Machine learning, Advertisement, Recommendation etc. "brpc" means "better RPC".

jetcd

etcd java client

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lectures

Oxford Deep NLP 2017 course

milvus

A cloud-native vector database, storage for next generation AI applications

mlcourse_open

OpenDataScience Machine Learning course. Both in English and Russian

mvctutorial

nasnet_fcn

An implementation of NASNet_FCN for aerial image segmentation task

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

openhouse

Open Control Plane for Tables in Data Lakehouse