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keyword_extraction

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-chinese-getting-started-guide

LangChain 的中文入门教程

largebatchctr

Large batch training of CTR models based on DeepCTR with CowClip.

lda2vec

learning-spark

Example code from Learning Spark book

learnpython

以撸代码的形式学习Python

leedeeprl-notes

李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/

leetcode_cplus

C++Practice

lightlda

Scalable, fast, and lightweight system for large-scale topic modeling

lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

llama-efficient-tuning

Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen)

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

machine-learning

机器学习实战（Python3）

machinelearning

一些关于机器学习的学习资料与研究介绍

machinelearning-1

My blogs and code for machine learning. http://cnblogs.com/pinard

megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

memory_profiler

Monitor Memory usage of Python code

metricfactorization

Implementation of Metric Factorisation for both rating prediction and item ranking

mimn

models

Models and examples built with TensorFlow

models-1

Pre-trained and Reproduced Deep Learning Models （经典复现模型）

moss

An open-source tool-augmented conversational language model from Fudan University

multi-task-learning

TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

optimal-rtb

A benchmarking framework supporting the experiments in KDD'14 paper "Optimal Real-Time Bidding for Display Advertising"

papers

算法相关的各种论文和slides

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pure-bash-bible

📖 A collection of pure bash alternatives to external processes.