Awesome List Updates on Sep 20, 2023

10 awesome lists updated today.

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1. Free for Dev

Design and UI

• Calendar Icons Generator -- Generate an entire year's worth of unique icons in a single click, absolutely FREE

2. Public Apis

Geocoding

• API: ipstack

  Description: Locate and identify website visitors by IP address

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

Photography

• API: Image Upload

  Description: Image Optimization

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

3. Awesome Go

Dependency Injection

• gontainer (⭐49) - A dependency injection service container for Go projects.

4. Awesome Ai Tools

Image / Services

• Human Generator - AI generator or realistic looking photos of humans.

5. Awesome Neovim

Tree-sitter Supported Colorscheme / Diagnostics

• askfiy/visual_studio_code (⭐204) - A Neovim theme that highly restores vscode, so that your friends will no longer be surprised that you use Neovim, because they will think you are using vscode.

• cryptomilk/nightcity.nvim (⭐66) - A dark colorscheme inspired by Inkpot, Jellybeans, Gruvbox and Tokyonight with LSP support.

Utility / Diagnostics

• sontungexpt/url-open (⭐100) - Open URLs under the cursor and create highlight effects for them.

Terminal Integration / Diagnostics

• willothy/wezterm.nvim (⭐233) - Functions for interacting with Wezterm.

• mikesmithgh/kitty-scrollback.nvim (⭐662) - Open your Kitty scrollback buffer. Ameowzing.

6. Awesome Vite

Get Started

• create-awesome-node-app (⭐80) - Scaffolding your project choosing between different templates.

Templates / React

• template-tauri-vite-react-ts-tailwind (⭐15) - Template for Tauri + React + Typescript + TailwindCSS + Prettier + ESLint build-in.

Framework-agnostic Plugins / Integrations

• vite-plugin-dynamic-proxy (⭐13) - Automatically configure reverse proxies based on URL parameters.

7. Awesome Polars

Official documentation

• Talk about Polars at EuroPython Conference 2023 ⏳ 28 min - Talk by @ritchie46 that introduces Polars and some of its design decisions.

8. Awesome Python Data Science

Reinforcement Learning / Others

• Gymnasium (⭐9.6k) - An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym (⭐36k)).

• Stable Baselines3 (⭐11k) - A set of improved implementations of reinforcement learning algorithms based on OpenAI Baselines.

• RLlib - Scalable Reinforcement Learning.

• Acme (⭐3.7k) - A library of reinforcement learning components and agents.

• d3rlpy (⭐1.5k) - An offline deep reinforcement learning library.

• TRFL (⭐3.1k) - TensorFlow Reinforcement Learning.

• Dopamine (⭐11k) - A research framework for fast prototyping of reinforcement learning algorithms.

• keras-rl (⭐5.6k) - Deep Reinforcement Learning for Keras.

• garage (⭐2k) - A toolkit for reproducible reinforcement learning research.

• Horizon (⭐3.6k) - A platform for Applied Reinforcement Learning.

Graph Machine Learning / Others

• pytorch_geometric (⭐23k) - Geometric Deep Learning Extension Library for PyTorch.

• pytorch_geometric_temporal (⭐2.8k) - Temporal Extension Library for PyTorch Geometric.

• Spektral (⭐2.4k) - Deep learning on graphs.

• Karate Club (⭐2.2k) - An unsupervised machine learning library for graph-structured data.

• Little Ball of Fur (⭐710) - A library for sampling graph structured data.

Probabilistic Graphical Models / Others

• pgmpy (⭐3k) - A python library for working with Probabilistic Graphical Models.

• pyAgrum - A GRaphical Universal Modeler.

Probabilistic Methods / Others

• pyro (⭐8.8k) - A flexible, scalable deep probabilistic programming library built on PyTorch.

• PyMC (⭐9.1k) - Bayesian Stochastic Modelling in Python.

• ZhuSuan - Bayesian Deep Learning.

• GPflow - Gaussian processes in TensorFlow.

• InferPy (⭐148) - Deep Probabilistic Modelling Made Easy.

• PyStan (⭐354) - Bayesian inference using the No-U-Turn sampler (Python interface).

• sklearn-bayes (⭐519) - Python package for Bayesian Machine Learning with scikit-learn API.

• skpro (⭐271) - Supervised domain-agnostic prediction framework for probabilistic modelling by The Alan Turing Institute.

• PyVarInf (⭐359) - Bayesian Deep Learning methods with Variational Inference for PyTorch.

• emcee (⭐1.5k) - The Python ensemble sampling toolkit for affine-invariant MCMC.

• hsmmlearn (⭐85) - A library for hidden semi-Markov models with explicit durations.

• pyhsmm (⭐560) - Bayesian inference in HSMMs and HMMs.

• GPyTorch (⭐3.7k) - A highly efficient and modular implementation of Gaussian Processes in PyTorch.

• sklearn-crfsuite (⭐431) - A scikit-learn-inspired API for CRFsuite.

Web Scraping / Synthetic Data

• BeautifulSoup: The easiest library to scrape static websites for beginners

• Scrapy: Fast and extensible scraping library. Can write rules and create customized scraper without touching the core

• Selenium: Use Selenium Python API to access all functionalities of Selenium WebDriver in an intuitive way like a real user.

• Pattern (⭐8.8k): High level scraping for well-establish websites such as Google, Twitter, and Wikipedia. Also has NLP, machine learning algorithms, and visualization

• twitterscraper (⭐2.5k): Efficient library to scrape Twitter

9. Awesome Developer First

Natural Language Processing

• DialogFlow - Voice/text chatbot framework by Google.

10. Awesome Acg

Uncategorized

• ACG2vec (⭐562) - Various deep learning practices and explorations related to the two-dimensional domain. [中文/English]

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