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vfive's Projects

a_star_on_grids icon a_star_on_grids

Best practices for implementing A* with a focus on four- and eight-connected grid worlds.

astar-gridmap-2d icon astar-gridmap-2d

A* algorithms for 2D gridmaps. The fastest one, until you prove me wrong

digital-elevation-model icon digital-elevation-model

To transform, project, visualize, and read Digital Elevation Models (ASTERGDEMv2.0 and EUDEMv1.1). [简单实用] 数字高程模型的变换、投影、可视化和读取。

discopy icon discopy

The Python toolkit for computing with string diagrams.

dspy icon dspy

DSPy: The framework for programming—not prompting—foundation models

graphrag-local-ollama icon graphrag-local-ollama

Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction

hierarchical_pathfinding icon hierarchical_pathfinding

A Rust crate to find Paths on a Grid using HPA* (Hierarchical Pathfinding A*) and Hierarchical Dijkstra

instagraph icon instagraph

Converts text input or URL into knowledge graph and displays

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm_interview_note icon llm_interview_note

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

mamba-minimal icon mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

ml-4m icon ml-4m

4M: Massively Multimodal Masked Modeling

ollama icon ollama

Get up and running with Llama 3, Mistral, Gemma 2, and other large language models.

popjaxrl icon popjaxrl

Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]

promst icon promst

Automatic prompt optimization framework for multi-step agent tasks.

pysheds icon pysheds

:earth_americas: Simple and fast watershed delineation in python.

relbert icon relbert

The official implementation of "Distilling Relation Embeddings from Pre-trained Language Models, EMNLP 2021 main conference", a high-quality relation embedding based on language models.

storm icon storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

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