Awesome List Updates on Oct 11, 2024
8 awesome lists updated today.
🏠 Home · 🔍 Search · 🔥 Feed · 📮 Subscribe · ❤️ Sponsor
1. Awesome Polars
Resources / Talks and videos
- How to Learn the Polars DataFrame Library ⏳ 65 min - A video that enables to learn practical techniques for data manipulation and advanced transformations by @kimfetti. Associated github repo is here (⭐34).
2. Awesome Agi Cocosci
Theory of Mind / AI Assisted Research
- Learning Triadic Belief Dynamics in Nonverbal Communication from Videos - CVPR'21, 2021. [All Versions]. [Preprint]. This paper incorporates different nonverbal communication cues (e.g., gaze, human poses, and gestures) to represent, model, learn, and infer agents' mental states from pure visual inputs. Crucially, such a mental representation takes the agent's belief into account so that it represents what the true world state is and infers the beliefs in each agent's mental state, which may differ from the true world states. By aggregating different beliefs and true world states, the model essentially forms "five minds" during the interactions between two agents. This "five minds" model differs from prior works that infer beliefs in an infinite recursion; instead, agents' beliefs are converged into a "common mind". Based on this representation, this work further devises a hierarchical energy-based model that jointly tracks and predicts all five minds. From this new perspective, a social event is interpreted by a series of nonverbal communication and belief dynamics, which transcends the classic keyframe video summary.
3. Awesome Newsletters
General Section / Svelte
- CodeDegen Daily A daily, mostly free, No BS newsletter for programming information in general you'r just one click away.
C# / Svelte
- C# Insights. A free, weekly newsletter for .NET developers, to stay up-to-date with the latest news, enhancements, tips and tricks in the world of C# and .NET development. Archive.
Node.js / Svelte
- Node.js Security Newsletter. Everything in and around the Node.js security ecosystem, direct to your inbox.
Cloud Development / Svelte
- Cloud Study Weekly. This weekly newsletter features the latest news headlines in cloud computing, upcoming conferences related to cloud and DevOps, as well as weekly deals and freebies on cloud-native technologies.
Artificial Intelligence / Machine Learning / Big Data / Svelte
- The Batch. The weekly DeepLearning.AI newsletter that highlights the most practical research papers, industry shaping applications and high impact business news.
Technology in General / Svelte
- Hacking Scale. A bi-weekly newsletter about building and scaling software from engineers at Better Stack.
Awesome news / Svelte
- Simply Explained. Monthly newsletter to tickle your curiosity. Mostly science and technology news.
Productivity / Svelte
4. Awesome Azure Openai Llm
LLM for Domain Specific / GPT series release date
- AlphaFold3 (⭐798): Open source implementation of AlphaFold3 [Nov 2023] / OpenFold (⭐2.7k): PyTorch reproduction of AlphaFold 2 [Sep 2021]
Agents: AutoGPT and Communicative Agents / Agent Design Patterns
- Language Agent Tree Search Method (LATS) (⭐655): LATS leverages an external environment and an MCTS (Monte Carlo Tree Search)-based search [6 Oct 2023]
- The Different Ochestration Frameworks:💡Orchestration frameworks for LLM applications: Micro-orchestration / Macro-orchestration / Agentic Design Frameworks / Optimizer frameworks [11 Oct 2024]
Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)
- GenSpark: AI agents engine perform research and generate custom pages called Sparkpages. [18 Jun 2024]
Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)
- Synthetic Data of LLMs (⭐592): A reading list on LLM based Synthetic Data Generation [Oct 2024]
5. Awesome Go
Queues
- hatchet (⭐4.1k) - Distributed, Fault-tolerant task queue.
IoT (Internet of Things)
- rulego (⭐798) - RuleGo is a lightweight, high-performance, embedded, orchestrable component-based rule engine for IoT edge.
6. Awesome Rust
Applications / System tools
- jacek-kurlit/pik (⭐158) [pik] - A TUI command line tool that helps to find and kill processes
Libraries / Computation
- faer-rs (⭐1.8k) [faer] - Linear algebra foundation for Rust
7. Awesome Creative Technology
Creative Technology
Name: Brain
Locations: [LA]
Keywords: s very serious art studio
Name: Groove Jones
Locations: [Dallas]
Keywords: XR, AR, VR, volumetric scanning, popups
Jobs: 🌐
Name: Pneuhaus
Locations: [Island]
Keywords: using inflatables to investigate the fundamental properties of perceptual experience in order to incite curiosity and wonder
8. Awesome Generative Deep Art
Large Language Models (LLMs)
- Langfuse: Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. #opensource (⭐5.8k)
Image Segmentation / Deforum
- Next: Oct 10, 2024