Awesome List Updates on Sep 21, 2023

14 awesome lists updated today.

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1. Awesome Go

DevOps Tools / Libraries for creating HTTP middlewares

• PipeCD (⭐1.2k) - A GitOps-style continuous delivery platform that provides consistent deployment and operations experience for any applications.

2. Awesome Swift

Utility / Barcode

• SwiftAutoGUI (⭐60) - Used to programmatically control the mouse & keyboard. A library for manipulating macOS with Swift.

3. Awesome Github Wiki

Examples

• hyperledger/cacti (⭐366)

4. Awesome Ipfs

Apps

• IPFS-FPS (⭐6) - A completely decentralized first person shooter. Built with Unity, Fleek, Unstoppable Domans and Pinata.

• killcord (⭐522) - A censorship resistant deadman's switch

• Peer Web Site (⭐187) - Peer to Peer Web Site hosting at your fingertips! Send full featured HTML (incl. CSS, JS) sites from your browser and attach files eg. videos, images, etc.

• Peergos (⭐2.2k) - End-to-end encrypted, peer-to-peer file storage and sharing.

Tools

• git-remote-ipfs (⭐232) - push/pull repositories from/to IPFS.

• gomobile-ipfs (⭐342) - IPFS and libp2p on Mobile, with Gomobile.

• IPDR (⭐547) - IPFS-backed Docker Registry.

• IPFS Setup Action (⭐21) - A GitHub Action to install and initialize go-ipfs to provision a cross-platform test environment on GitHub's CI platform.

• ipfs-add-from-encrypted (⭐53) - Encrypt a file or directory with AES256 then add to IPFS.

• ipfs-mount (⭐149) - Mount IPFS as a mapped drive on Windows.

• ipfs-paste (⭐32) - Paste stdin and clipboard to IPFS.

• ipfsecret (⭐26) - Encrypt and decrypt IPFS files with a secret passphrase.

• IPLD Explorer (⭐126) - Explore the Merkle Forest from the comfort of your browser.

• Tellit - Encrypt files before uploading them using a keypair or a passphrase.

• VIPFS (⭐306) - Publish your Vue apps easily to IPFS.

• youtube2ipfs (⭐24) - Download videos from YouTube (and similar video platforms) and add them to IPFS.

Services & Platforms

• Fleek - Open Web development platform for building, hosting, and storing sites and apps on IPFS, Filecoin, and the Internet Computer.

• Fission - Fission builds open source protocols and managed solutions that empower developers to construct scalable and secure software applications.

• Peergos - Your private, but social, space online. Store and edit documents and media. Share files or folders with friends.

Pinning services

• Filebase - Pinning data to IPFS can be hard. Filebase removes that complexity.

• NFT.Storage - Free decentralized storage and bandwidth for NFTs on IPFS & Filecoin.

• Web3.storage - Simple file storage with IPFS & Filecoin.

5. Awesome Open Hardware

Projects

• PiKVM - Open and inexpensive DIY IP-KVM based on Raspberry Pi.

6. Free for Dev

Cloud management solutions

• Pulumi — Modern infrastructure as a code platform that allows you to use familiar programming languages and tools to build, deploy, and manage cloud infrastructure.

Source Code Repos

• plasticscm.com — Free for individuals, OSS, and nonprofit organizations

• projectlocker.com — One free private project (Git and Subversion) with 50 MB of space

7. Awesome Quant

Python / Financial Instruments and Pricing

• Kelly-Criterion (⭐98) - Kelly Criterion implemented in Python to size portfolios based on J. L. Kelly Jr's formula.

8. Awesome Neovim

Tabline / Diagnostics

• willothy/nvim-cokeline (⭐600) - A bufferline for people with addictive personalities.

9. Awesome Directus

Extensions / Community

• Media AI Bundle (⭐62) - Two operations to perform image description and OCR.

• Directus Copilot (⭐82) - A bundle including a panel to ask data-aware questions in a chat interface.

• OpenAI Automatic Translation (⭐44) - An operaiton to automatically translate new items via OpenAI.

• Machine Learning Operations (⭐13) - A set of extensions to train, test and use machine learning models.

10. Awesome Python Data Science

Machine Learning / General Purpose Machine Learning

• Shogun (⭐3k) - Machine learning toolbox.

Deep Learning / Others

• transformers (⭐147k) - State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

• nnabla (⭐2.8k) - Neural Network Libraries by Sony.

Natural Language Processing / Others

• torchtext (⭐3.5k) - Data loaders and abstractions for text and NLP.

• KerasNLP (⭐913) - Modular Natural Language Processing workflows with Keras.

• spaCy - Industrial-Strength Natural Language Processing.

• NLTK (⭐14k) - Modules, data sets, and tutorials supporting research and development in Natural Language Processing.

• CLTK (⭐857) - The Classical Language Toolkik.

• gensim - Topic Modelling for Humans.

• pyMorfologik (⭐18) - Python binding for Morfologik.

• skift (⭐232) - Scikit-learn wrappers for Python fastText.

• Phonemizer (⭐1.4k) - Simple text-to-phonemes converter for multiple languages.

• flair (⭐14k) - Very simple framework for state-of-the-art NLP.

Computer Audition / Others

• torchaudio (⭐2.7k) - An audio library for PyTorch.

• librosa (⭐7.7k) - Python library for audio and music analysis.

• Yaafe (⭐245) - Audio features extraction.

• aubio (⭐3.5k) - A library for audio and music analysis.

• Essentia (⭐3.1k) - Library for audio and music analysis, description, and synthesis.

• LibXtract (⭐229) - A simple, portable, lightweight library of audio feature extraction functions.

• Marsyas (⭐414) - Music Analysis, Retrieval, and Synthesis for Audio Signals.

• muda (⭐234) - A library for augmenting annotated audio data.

• madmom (⭐1.5k) - Python audio and music signal processing library.

Computer Vision / Others

• torchvision (⭐17k) - Datasets, Transforms, and Models specific to Computer Vision.

• KerasCV (⭐1k) - Industry-strength Computer Vision workflows with Keras.

• OpenCV (⭐83k) - Open Source Computer Vision Library.

• scikit-image (⭐6.3k) - Image Processing SciKit (Toolbox for SciPy).

• imgaug (⭐15k) - Image augmentation for machine learning experiments.

• imgaug_extension - Additional augmentations for imgaug.

• Augmentor (⭐5.1k) - Image augmentation library in Python for machine learning.

• albumentations (⭐15k) - Fast image augmentation library and easy-to-use wrapper around other libraries.

Feature Engineering / General

• Featuretools (⭐7.5k) - Automated feature engineering.

• Feature Engine (⭐2.1k) - Feature engineering package with sklearn-like functionality.

• OpenFE (⭐805) - Automated feature generation with expert-level performance.

• skl-groups (⭐41) - A scikit-learn addon to operate on set/"group"-based features.

• Feature Forge (⭐383) - A set of tools for creating and testing machine learning features.

• few (⭐51) - A feature engineering wrapper for sklearn.

• scikit-mdr (⭐125) - A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.

• tsfresh (⭐8.8k) - Automatic extraction of relevant features from time series.

• dirty_cat (⭐19) - Machine learning on dirty tabular data (especially: string-based variables for classifcation and regression).

• NitroFE (⭐106) - Moving window features.

• sk-transformer (⭐11) - A collection of various pandas & scikit-learn compatible transformers for all kinds of preprocessing and feature engineering steps

Feature Engineering / Feature Selection

• scikit-feature (⭐1.5k) - Feature selection repository in Python.

• boruta_py (⭐1.6k) - Implementations of the Boruta all-relevant feature selection method.

• BoostARoota (⭐222) - A fast xgboost feature selection algorithm.

• scikit-rebate (⭐418) - A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.

• zoofs (⭐247) - A feature selection library based on evolutionary algorithms.

Visualization / General Purposes

• Matplotlib (⭐21k) - Plotting with Python.

• seaborn (⭐13k) - Statistical data visualization using matplotlib.

• prettyplotlib (⭐1.7k) - Painlessly create beautiful matplotlib plots.

• python-ternary (⭐768) - Ternary plotting library for Python with matplotlib.

• missingno (⭐4.1k) - Missing data visualization module for Python.

• chartify (⭐3.6k) - Python library that makes it easy for data scientists to create charts.

• physt (⭐135) - Improved histograms.

Visualization / Interactive plots

• animatplot (⭐416) - A python package for animating plots built on matplotlib.

• plotly - A Python library that makes interactive and publication-quality graphs.

• Bokeh (⭐20k) - Interactive Web Plotting for Python.

• Altair - Declarative statistical visualization library for Python. Can easily do many data transformation within the code to create graph

• bqplot (⭐3.7k) - Plotting library for IPython/Jupyter notebooks

• pyecharts (⭐15k) - Migrated from Echarts (⭐64k), a charting and visualization library, to Python's interactive visual drawing library.

Visualization / Map

• folium - Makes it easy to visualize data on an interactive open street map

• geemap (⭐3.7k) - Python package for interactive mapping with Google Earth Engine (GEE)

Visualization / Automatic Plotting

• HoloViews (⭐2.8k) - Stop plotting your data - annotate your data and let it visualize itself.

• AutoViz (⭐1.8k): Visualize data automatically with 1 line of code (ideal for machine learning)

• SweetViz (⭐3k): Visualize and compare datasets, target values and associations, with one line of code.

Visualization / NLP

• pyLDAvis (⭐1.8k): Visualize interactive topic model

Deployment / NLP

• fastapi - Modern, fast (high-performance), a web framework for building APIs with Python

• streamlit - Make it easy to deploy the machine learning model

• gradio (⭐39k) - Create UIs for your machine learning model in Python in 3 minutes.

• datapane - A collection of APIs to turn scripts and notebooks into interactive reports.

• binder - Enable sharing and execute Jupyter Notebooks

Data Manipulation / Data Frames

• pandas - Powerful Python data analysis toolkit.

• polars (⭐34k) - A fast multi-threaded, hybrid-out-of-core DataFrame library.

• Arctic (⭐3.1k) - High-performance datastore for time series and tick data.

• datatable (⭐1.9k) - Data.table for Python.

• pandas_profiling (⭐13k) - Create HTML profiling reports from pandas DataFrame objects

• cuDF (⭐9k) - GPU DataFrame Library.

• blaze (⭐3.2k) - NumPy and pandas interface to Big Data.

• pandasql (⭐1.3k) - Allows you to query pandas DataFrames using SQL syntax.

• pandas-gbq (⭐475) - pandas Google Big Query.

• xpandas (⭐26) - Universal 1d/2d data containers with Transformers .functionality for data analysis by The Alan Turing Institute.

• pysparkling (⭐270) - A pure Python implementation of Apache Spark's RDD and DStream interfaces.

• modin (⭐10k) - Speed up your pandas workflows by changing a single line of code.

• swifter (⭐2.6k) - A package that efficiently applies any function to a pandas dataframe or series in the fastest available manner.

• pandas-log (⭐215) - A package that allows providing feedback about basic pandas operations and finds both business logic and performance issues.

• vaex (⭐8.4k) - Out-of-Core DataFrames for Python, ML, visualize and explore big tabular data at a billion rows per second.

• xarray (⭐3.9k) - Xarray combines the best features of NumPy and pandas for multidimensional data selection by supplementing numerical axis labels with named dimensions for more intuitive, concise, and less error-prone indexing routines.

Data Manipulation / Pipelines

• pdpipe (⭐720) - Sasy pipelines for pandas DataFrames.

• SSPipe - Python pipe (|) operator with support for DataFrames and Numpy, and Pytorch.

• pandas-ply (⭐197) - Functional data manipulation for pandas.

• Dplython (⭐763) - Dplyr for Python.

• sklearn-pandas (⭐2.8k) - pandas integration with sklearn.

• Dataset (⭐201) - Helps you conveniently work with random or sequential batches of your data and define data processing.

• pyjanitor (⭐1.4k) - Clean APIs for data cleaning.

• meza (⭐416) - A Python toolkit for processing tabular data.

• Prodmodel (⭐58) - Build system for data science pipelines.

• dopanda (⭐480) - Hints and tips for using pandas in an analysis environment.

• Hamilton (⭐2.2k) - A microframework for dataframe generation that applies Directed Acyclic Graphs specified by a flow of lazily evaluated Python functions.

Data Manipulation / Data-centric AI

• cleanlab (⭐11k) - The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

• snorkel (⭐5.9k) - A system for quickly generating training data with weak supervision.

• dataprep (⭐2.2k) - Collect, clean, and visualize your data in Python with a few lines of code.

Data Manipulation / Synthetic Data

• ydata-synthetic (⭐1.6k) - A package to generate synthetic tabular and time-series data leveraging the state-of-the-art generative models.

11. Awesome Remote Job

Job boards aggregators

• SlashJobs - Remote dev jobs aggregator. and/or/not filters, location search, fast, no sign-up/login.

12. Awesome Algorithms

Cheat Sheets / Randomized Algorithms

• Tech Interview Cheat Sheet (⭐4.5k)

13. Awesome Mac

Reading and Writing Tools / Note-taking

• OutlineEdit 3 - Fully-featured outline editor, for everyone who loves great structured notes.

• Saber - Cross platform stylus and text notetaking app. Supports image and pdf imports, can sync.

14. Awesome Cpp

JSON

• DAW JSON Link (⭐492) - Fast, convenient JSON serialization and parsing in C++. [BSL-1.0]

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• Next: Sep 20, 2023