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peterpaaan's Projects

airs icon airs

Artificial Intelligence for Science (AIRS)

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

data-structures-algorithms-python icon data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

hanlp icon hanlp

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

hello-world icon hello-world

This is the first repository of Peter Paaan in GitHub!

k-means icon k-means

K-means clustering implementation from scratch.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llm4sd icon llm4sd

The Open Source Code for LLM4SD (Large Language Models for Scientific Synthesis, Inference and Explanation)

machine-learning-without-any-libraries icon machine-learning-without-any-libraries

This is a collection of some of the important machine learning algorithms which are implemented with out using any libraries. Libraries such as numpy and pandas are used to improve computational complexity of algorithms

minigpt-4 icon minigpt-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

minisom icon minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

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