Repository Index

All-in-one IoT Platform - Device management, data collection, processing and visualization.

• visualization
• iot
• iot-platform
• mqtt

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

🦀 event stream processing for developers to collect and transform data in motion to power responsive data intensive applications.

• cloud-native
• streaming
• rust
• real-time

Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL.

• postgresql
• graph-database
• analytics
• postgresql-extension

A light-weight, flexible, and expressive statistical data testing library

• pandas
• validation
• schema
• dataframes

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

• google-earth-engine
• gis
• remote-sensing
• image-processing

3D visualization and mesh analysis for science and engineering

• vtk
• python
• visualization
• 3d

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

• differential-equations
• differentialequations
• julia
• ode

App to easily query, script, and visualize data from every database, file, and API.

• sql
• mysql
• postgresql
• sqlite3

chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse

• data-science
• database
• embedded-database
• olap

High-performance time-series aggregation for PostgreSQL

• realtime
• stream-processing
• analytics
• sql

Open source framework for processing, monitoring, and alerting on time series data

• kapacitor
• monitoring
• time-series

Python Stream Processing

• python
• stream-processing
• rust
• data-engineering

D3 based data-focused charting library. Designed with passion. Flexible.

Python audio and music signal processing library

• audio-analysis
• signal-processing
• machine-learning
• music-information-retrieval

Python Streaming DataFrames for Kafka

• kafka
• python
• stream-processing
• data-engineering

MLBox is a powerful Automated Machine Learning python library.

• machine-learning
• auto-ml
• kaggle
• deep-learning

One advanced and mature open-source MPP (Massively Parallel Processing) database. Open source alternative to Greenplum Database.

• database
• data-analysis
• data-warehouse
• olap

IoTSharp is an open-source IoT platform for data collection, processing, visualization, and device management.

• visualization
• iot-platform
• iot-cloud
• iotsharp

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

• medical-imaging
• medical-ai
• deep-learning
• machine-learning

GRASS - free and open-source geospatial processing engine

• grass-gis
• geospatial
• geospatial-analysis
• raster

Neural question generation using transformers

• nlp
• nlg
• deep-learning
• transformer

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

• simpleitk
• c-plus-plus
• swig
• registration