svcostac

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

rocksdb-server

Fast Redis clone written in C using RocksDB as a backend.

strimzi-kafka-operator

Apache Kafka® running on Kubernetes

FinRL

FinRL: Financial Reinforcement Learning. 🔥

argo-workflows

Workflow Engine for Kubernetes

pachyderm

Data-Centric Pipelines and Data Versioning

decima-sim

Learning Scheduling Algorithms for Data Processing Clusters

configuration-management-papers

A Reading List of System Configuration Management

opentelemetry-collector

OpenTelemetry Collector

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

python-redis

OpenTracing instrumentation for the Redis client.

acme

A library of reinforcement learning components and agents

tslearn

The machine learning toolkit for time series analysis in Python

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

sktime

A unified framework for machine learning with time series

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

volcano

A Cloud Native Batch System (Project under CNCF)

rq

Simple job queues for Python

python

Official Python client library for kubernetes

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

hey

HTTP load generator, ApacheBench (ab) replacement

Reinforcement-Learning

Python_Portfolio__VaR_Tool

Python-based portfolio / stock widget which sources data from Yahoo Finance and calculates different types of Value-at-Risk (VaR) metrics and many other (ex-post) risk/return characteristics both on an individual stock and portfolio-basis, stand-alone and vs. a benchmark of choice (constructed with wxPython)

RNN_GARCH

Estimating Value-at-Risk with a recurrent neural network (Jordan type) GARCH model

market_risk_gan_tensorflow

Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.

montecarlorisk

Calculating Value at Risk with Spark

machine-learning-surveys

A curated list of Machine Learning Surveys, Tutorials and Books.