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algorithm-template-cpp

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ansible-for-devops

Ansible for DevOps examples.

attention

some implements of attention-based models

clrs

:notebook:Solutions to Introduction to Algorithms

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

data-structure-template-py

deep-learning-from-scratch

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

deepdebugger

Official source code for ESEC/FSE 2023 Paper: DeepDebugger: An Interactive Time-Travelling Debugging Approach for Deep Classifiers

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

fine-tune-pretrained-model

flagembedding

Retrieval and Retrieval-augmented LLMs

flexeme4j

https://github.com/PPPI/Flexeme for Java projects.

fp-growth

C++ Implementation of FP-Growth Algorithm.

gemma

Open weights LLM from Google DeepMind.

git-bisection

hadoop-book

Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 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

hugging-llm

HuggingLLM, Hugging Future.

javatcpsocket

基于Java的TCP Socket通信（计算机端/Android手机端）

k

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

literatureprocess

Some scripts for SLR.

llama

Inference code for LLaMA models

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

machine-learning-code

ml-scratch

Code example of MLfromScratch

modular-monolith-with-ddd

Full Modular Monolith application with Domain-Driven Design approach. Try converting it to a microservices architecture.