Awesome List Updates on Sep 22, 2023

7 awesome lists updated today.

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1. Awesome Polars

Resources / Blog posts

• Using Polars with Snowflake - A blog post that shows how to use Polars with Snowflake by @IndexSeek.

2. Awesome Python Data Science

Deep Learning / JAX

• JAX (⭐28k) - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more.

• FLAX (⭐5.5k) - A neural network library for JAX that is designed for flexibility.

• Optax (⭐1.5k) - A gradient processing and optimization library for JAX.

Reinforcement Learning / Others

• rlpyt (⭐2.2k) - Reinforcement Learning in PyTorch.

• cleanrl (⭐4.5k) - High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG).

• Machin (⭐389) - A reinforcement library designed for pytorch.

• SKRL (⭐406) - Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym.

Graph Machine Learning / Others

• PyTorch Geometric Signed Directed (⭐114) - A signed/directed graph neural network extension library for PyTorch Geometric.

• StellarGraph (⭐2.9k) - Machine Learning on Graphs.

• Graph Nets (⭐5.3k) - Build Graph Nets in Tensorflow.

• TensorFlow GNN (⭐1.3k) - A library to build Graph Neural Networks on the TensorFlow platform.

• Auto Graph Learning (⭐1.1k) - An autoML framework & toolkit for machine learning on graphs.

• PyTorch-BigGraph (⭐3.4k) - Generate embeddings from large-scale graph-structured data.

• GreatX (⭐81) - A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).

• Jraph (⭐1.3k) - A Graph Neural Network Library in Jax.

3. Ai Collection

Ecommerce

• Name: VModel

  Title: VModel is an AI fashion models generator for efficient & cost-effective on-model photography. It boosts retail success by reducing model photography costs by 90%.

  Description: VModel utilizes artificial intelligence technology to generate virtual fashion models, replacing the need for real-world fashion models. These virtual models are used to create product photos for clothing items, which are then showcased on e-commerce platforms.

  Offer Free Version: ✅

Plugins & Extensions

• Name: Gist AI

  Title: One extension to summarize everything! ChatGPT-powered free summarizer tool for websites, YouTube videos, and PDF. One AI summarizer to summarize everything!.

  Description: Gist AI is a free summary generator that extracts the key points from any website article, YouTube video, or PDF in just one click. It's the ultimate tool for summarizing and is more than just a text summarizer; it's your all-in-one solution. Even better, Gist AI lets you deep dive into the summary source for clarity or jump right to that moment in a YouTube video, acting as a youtube summarizer.

  Offer Free Version: ✅

4. Awesome Go

DevOps Tools / Libraries for creating HTTP middlewares

• PipeCD (⭐1k) - A GitOps-style continuous delivery platform that provides consistent deployment and operations experience for any applications.

5. Awesome Swift

Utility / Barcode

• SwiftAutoGUI (⭐35) - Used to programmatically control the mouse & keyboard. A library for manipulating macOS with Swift.

6. Awesome Ipfs

Apps

• archiveweb.page (⭐657) - A High-Fidelity Web Archiving Extension for Chrome and Chromium based browsers with support for IPFS.

• brig (⭐556) - File synchronization with git like interface and FUSE filesystem.

• Diffuse (⭐768) - Play music from your IPFS node, or any other cloud/distributed storage service you use.

• IPFS-FPS (⭐3) - A completely decentralized first person shooter. Built with Unity, Fleek, Unstoppable Domans and Pinata.

• killcord (⭐513) - A censorship resistant deadman's switch

• Peer Web Site (⭐166) - 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 (⭐1.8k) - End-to-end encrypted, peer-to-peer file storage and sharing.

• Skiff (⭐926) - Privacy-first, end-to-end encrypted email, file storage, and collaboration platform using IPFS storage.

Browsers

• galacteek (⭐164) - A multi-platform Qt5-based browser for the distributed web.

Tools

• Git IPFS Remote Bridge (⭐19) - set of programs written in Python 3 which allow Git user to clone, push, fetch, self-host or release Git repositories over IPFS decentralized data storage system.

• IPFS Setup Action (⭐16) - A GitHub Action to install and initialize go-ipfs to provision a cross-platform test environment on GitHub's CI platform.

• ipfs-publish (⭐61) - Continuous Delivery tool for delivery of static websites from Git providers to IPFS.

• ipfs-video-gateway (⭐41) - Cloud-init your own IPFS gateway on a cloud provider and easily pin content through a simple web interface.

• IPLD Explorer (⭐112) - Explore the Merkle Forest from the comfort of your browser.

• Public Gateway Checker (⭐1.3k) - Checks which public gateways are online or not.

• youtube2ipfs (⭐16) - Download videos from YouTube (and similar video platforms) and add them to IPFS.

Services & Platforms

• Ceramic - Ceramic combines IPFS content addressing with advanced cryptography and blockchain timestamps to guarantee security and verifiability of data.

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.

• Infura - Scalable and distributed storage infrastructure for your application.

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

7. Awesome Generative Deep Art

Online Tools and Applications

• Tailor: Get a daily podcast and newsletter, created for you by an AI

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