Awesome List Updates on Aug 30, 2019

9 awesome lists updated today.

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1. Awesome Python Data Science

Model Explanation / Others

• Auralisation (⭐39) - Auralisation of learned features in CNN (for audio).

• CapsNet-Visualization (⭐394) - A visualization of the CapsNet layers to better understand how it works.

• lucid (⭐4.6k) - A collection of infrastructure and tools for research in neural network interpretability.

• Netron (⭐26k) - Visualizer for deep learning and machine learning models (no Python code, but visualizes models from most Python Deep Learning frameworks).

• FlashLight - Visualization Tool for your NeuralNetwork.

• tensorboard-pytorch (⭐7.8k) - Tensorboard for PyTorch (and chainer, mxnet, numpy, ...).

Data Manipulation / Data Frames

• swifter (⭐2.5k) - A package that efficiently applies any function to a pandas dataframe or series in the fastest available manner.

Data Manipulation / Pipelines

• meza (⭐411) - A Python toolkit for processing tabular data.

2. Awesome Bioie

Tutorials / Pre-LLM Guides, Lectures, and Courses

• JensenLab text mining exercises

3. Awesome Bigdata

SQL-like processing

• Apache HCatalog - table and storage management layer for Hadoop.

4. Awesome Selfhosted

Software / Maps and Global Positioning System (GPS)

• OpenStreetMap - Collaborative project to create a free editable map of the world. (Source Code (⭐2.1k), Clients) GPL-2.0 Ruby

Software / Miscellaneous

• ReleaseBell - Send release notifications for starred Github repos. (Source Code) MIT Nodejs

5. Free for Dev

APIs, Data, and ML

• IPTrace — An embarrassingly simple API that provides your business with reliable and helpful IP geolocation data.

6. Awesome Vue

Projects Using Vue.js / Open Source

• Vue Crypto Dashboard (⭐227) - Cryptocurrency Dashboard made with Vue.js

Components & Libraries / UI Components

• vue-sweetalert2 (⭐642) - wrapper for sweatlaert2 with support for TypeScript, Nuxt and SSR

• vue-modality (⭐5) - A really nice Vue.js modal component

7. Awesome Broadcasting

Animation, Graphics & Video Playout

• Nebula - Media asset management and broadcast automation system.

8. Awesome Ansible

Tools

• Ansible Lint (⭐3.3k) - Checks Playbooks for best practices and behavior that could potentially be improved.

9. Awesome Aws

Open Source Repos / Elastic Container Service

• ecs-demo-php-simple-app 🔥 (⭐154) - Simple PHP app.

Open Source Repos / S3

• rlmcpherson/s3gof3r 🔥🔥🔥🔥 (⭐1.1k) - Fast, concurrent, streaming access, includes a CLI.

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• Next: Aug 29, 2019