Awesome List Updates on Jul 18, 2020

10 awesome lists updated today.

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1. Awesome Bigdata

Key-value Data Model

• GhostDB (⭐756) - a distributed, in-memory, general purpose key-value data store that delivers microsecond performance at any scale.

Data Ingestion

• Apache Pulsar (⭐15k) - a distributed pub-sub messaging platform with a very flexible messaging model and an intuitive client API.

2. Awesome Discord Communities

Data Management

Data Engineering
Notable Channels: #general, #show, #help, #career, #data-science #resources, #architecture, #cloud, #databases, #etl-workflow
Language: English

TypeDB
Notable Channels: #questions, #cloud, #schema, #query, #inference, #studio, #troubleshooting, #drivers, #factoryci, #build, #engineering, #reasoner, #docs
Language: English

3. Awesome Terraform

Tools / Community providers

• terraformer (⭐14k) - CLI tool to generate terraform files from existing infrastructure. Infrastructure to Code. Supported many providers.

4. Awesome Cpp

CSV

• csv2 (⭐597) - Fast CSV parser for modern C++. [MIT]

GUI

• Elements (⭐3.5k) - Lightweight, fine-grained, resolution independent, modular GUI library. [MIT]

5. Awesome Cytodata

Datasets / Chemical Perturbations

• Bray et al. 2017 - Cell painting profiles from 30,616 compounds in U2OS cells (Center Driven Research Project CDRP) (Download from GigaDB | Access from public S3 bucket: s3://cytodata/datasets/CDRPBIO-BBBC036-Bray/profiles_cp/CDRPBIO-BBBC036-Bray/).

Publications / Applications

• Bioactivity screening of environmental chemicals using imaging-based high-throughput phenotypic profiling - Use of image-based profiling to screen the bioactivity of environmental chemicals

• Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery - Using image-based profiles to predict the bioactivity of small molecules in other unrelated assays.

Publications / Methods

• Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks - End-to-end learning with CNNs to predict bioactivity of small molecules in unrelated assays using image-based profiles.

• Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images - Comparing several deep learning methods for nuclear segmentation.

• Automating Morphological Profiling with Generic Deep Convolutional Networks - Transfer of activation features of generic CNNs to extract features for image-based profiling.

6. Awesome Qsharp

Blogs / Participants' solutions

• The Hitchhiker's Guide to the Quantum Computing and Q#

7. Awesome Elixir

Examples and funny stuff

• phoenix-liveview-counter-tutorial (⭐406) - complete beginners step-by-step tutorial building a real time counter in Phoenix 1.5.3 and LiveView 0.14.1.

• phoenix-todo-list-tutorial (⭐208) - A complete beginners step-by-step tutorial for building a Todo List from scratch in Phoenix 1.5.3.

8. Awesome Cl

HTTP Servers / Hunchentoot plugins

• hunchentoot-errors (⭐10) - Augments Hunchentoot error pages and logs with request and session information. MIT.

9. Awesome Ponyfills

Browser Features

• raf (⭐737) - requestAnimationFrame

10. Awesome R

Machine Learning

• fable (⭐571) - a collection of commonly used univariate and multivariate time series forecasting models

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