lsq357

FinanceMCP. 这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等

skills. The open agent skills tool - npx skills

onesearch-family. The corresponding codes and dataset for OneSearch series

al_sid. [KDD2026] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"

MiniOneRec. Minimal reproduction of OneRec

OneRec-Think. Python

ParaDance. Offers a toolset for comprehensive, multi-faceted large-scale data analysis and optimizations

xla. A machine learning compiler for GPUs, CPUs, and ML accelerators

FuxiCTR. A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

RecSysPapers. 推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Understanding-the-Ranking-Loss. Jupyter Notebook

sasrec-bert4rec-recsys23. Code for ACM RecSys 2023 paper "Turning Dross Into Gold Loss: Is BERT4Rec really better than SASRec?"

recommenders. Best Practices on Recommendation Systems

openmlsys. 《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）

self-llm. 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

LlamaFactory. Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

ChatTTS. A generative speech model for daily dialogue.

IDvs.MoRec. End-to-end Training for Multimodal Recommendation Systems

generative-recommenders. Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

SoraReview. The official GitHub page for the review paper "Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models".

evidently. Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

GPT-SoVITS. 1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

CoLLiE. Collaborative Training of Large Language Models in an Efficient Way

MOSS-RLHF. Secrets of RLHF in Large Language Models Part I: PPO

llm-action. 本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

awesome-pretrained-chinese-nlp-models. Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

DeepRec. DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

clip-as-service. 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

Megatron-LLaMA. Best practice for training LLaMA models in Megatron-LM

weaviate. Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

LLM4IR-Survey. This is the repo for the survey of LLM4IR.

EasyRec. A framework for large scale recommendation algorithms.

FlagEmbedding. Retrieval and Retrieval-augmented LLMs

Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review. Paper List of Pre-trained Foundation Recommender Models

Awesome-LLM4RS-Papers. Large Language Model-enhanced Recommender System Papers

ChatGLM-Efficient-Tuning. Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

ChatGLM-finetune-LoRA. Code for fintune ChatGLM-6b using low-rank adaptation (LoRA)

LLM4Rec-Awesome-Papers. A list of awesome papers and resources of recommender system on large language model (LLM).

NLPer-Interview. 该仓库主要记录 NLP 算法工程师相关的面试题

tuning_playbook. A playbook for systematically maximizing the performance of deep learning models.

LLMSurvey. The official GitHub page for the survey paper "A Survey of Large Language Models".

awesome-instruction-learning. Papers and Datasets on Instruction Tuning and Following. ✨✨✨

AudioGPT. AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

encodec. State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

bark. 🔊 Text-Prompted Generative Audio Model

langchain-tutorials. Overview and tutorial of the LangChain Library

dinov2. PyTorch code and models for the DINOv2 self-supervised learning method.

AutoGPT. AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

chat-langchain. TypeScript

langchain. The agent engineering platform.

prompts.chat. f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

BELLE. BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

stanford_alpaca. Code and documentation to train Stanford's Alpaca models, and generate the data.

TaskMatrix. Python

EasyCV. An all-in-one toolkit for computer vision

ControlNet. Let us control diffusion models!

udlbook. Understanding Deep Learning - Simon J.D. Prince

t5x. Python

DeepLearning-500-questions. 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

ALBEF. Code for ALBEF: a new vision-language pre-training method

mae. PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Conv-TasNet. A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

End-to-end-ASR-Pytorch. This is an open source project (formerly named Listen, Attend and Spell - PyTorch Implementation) for end-to-end ASR implemented with Pytorch, the well known deep learning toolkit.

Swin-Transformer. This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

paper-reading. 深度学习经典、新论文逐段精读

FinRL. FinRL®: Financial Reinforcement Learning. 🔥

pytorch_geometric. Graph Neural Network Library for PyTorch

alphafold. Open source code for AlphaFold 2.

baselines. OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

ijcai-18-top2-single-mole-solution. 复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

dien. Python

RSPapers. RSTutorials: A Curated List of Must-read Papers on Recommender System.

transformer-in-transformer. Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch

Flat-Lattice-Transformer. code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

UER-py. Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

sim. Python

product-nets. Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

AdaptiveL2Regularization. [ICPR 2020] Adaptive L2 Regularization in Person Re-Identification.

kapre. kapre: Keras Audio Preprocessors

LeetCode. 15种编程语言，LeetCode刷题

2nd-Freesound-Audio-Tagging-2019. Python

argus-freesound. Kaggle | 1st place solution for Freesound Audio Tagging 2019

sentence-transformers. State-of-the-Art Embeddings, Retrieval, and Reranking

BPT. Source code of paper "BP-Transformer: Modelling Long-Range Context via Binary Partitioning"

Unilm. Python

albumentations. Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

TextAttack. TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

mmdetection. OpenMMLab Detection Toolbox and Benchmark

KDD2020Multimodalities. KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall

resume. :space_invader: My resume / 我的简历

bert4keras. keras implement of transformers for humans

natural-question-answering. DeepThought's solution

pinyin-data. 汉字拼音数据

phrase-pinyin-data. 词语拼音数据

reid-strong-baseline. Bag of Tricks and A Strong Baseline for Deep Person Re-identification

FASPell. 2019-SOTA简繁中文拼写检查工具：FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)

pycorrector. pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，Qwen2.5等模型应用在纠错场景，开箱即用。

xlnet_extension_tf. XLNet Extension in TensorFlow

model-optimization. A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

albert_pytorch. A Lite Bert For Self-Supervised Learning Language Representations

nlpaug. Data augmentation for NLP

multihead_joint_entity_relation_extraction. Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

gluon-cv. Gluon CV Toolkit

kaggle-humpback. Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

Humpback-Whale-Identification. Humpback Whale Identification

MNIST_center_loss_pytorch. A PyTorch implementation of center loss on MNIST

open-reid. Open source person re-identification library in python

tianchi-nl2sql-top1. 天池nl2sql冠军方案

tianchi_nl2sql. 追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码

BayesianOptimization. A Python implementation of global optimization with gaussian processes.

hyperopt. Distributed Asynchronous Hyperparameter Optimization in Python

FoolNLTK. A Chinese Nature Language Toolkit

nl2sql. 阿里天池首届中文NL2SQL挑战赛top6

sentencepiece. Unsupervised text tokenizer for Neural Network-based text generation.

kaggle. Python

xlnet_zh. 中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

CCF-BDCI-Sentiment-Analysis-Baseline. The code for CCF-BDCI-Sentiment-Analysis-Baseline

glyce. Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

roberta_zh. RoBERTa中文预训练模型: RoBERTa for Chinese

naacl_transfer_learning_tutorial. Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

DeepRL. Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

attention-over-attention. Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow

SogouMRCToolkit. This toolkit was designed for the fast and efficient development of modern machine comprehension models, including both published models and original prototypes.

RAdam. On the Variance of the Adaptive Learning Rate and Beyond

TensorRT. NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

keras-xlnet. Implementation of XLNet that can load pretrained checkpoints

keras-lr-multiplier. Learning rate multiplier

nlp_chinese_corpus. 大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

optuna. A hyperparameter optimization framework

combat-wombat-bias-in-toxicity. COMBAT WOMBAT's 4th place solution to Kaggle competition Jigsaw Unintended Bias in Toxicity Classification

bert_in_keras. 在Keras下微调Bert的一些例子；some examples of bert in keras

NLP-Models-Tensorflow. Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

conlleval.py. Python version of the evaluation script from CoNLL'00-

gpt-2. Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-2. Code for the paper "Language Models are Unsupervised Multitask Learners"

NeuralNLP-NeuralClassifier. An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

simplified-deeplearning. Simplified implementations of deep learning related works

Kashgari. Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

OpenCLaP. Open Chinese Language Pre-trained Model Zoo

PocketFlow. An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

MachineReading. “莱斯杯”全国第一届“军事智能·机器阅读”挑战赛相关代码

dl4ir-doc2query. Python

chaizi. 漢語拆字字典

keras-bert. Implementation of BERT that could load official pre-trained models for feature extraction and prediction

xlnet. XLNet: Generalized Autoregressive Pretraining for Language Understanding

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

DCASE2018Task2. Team NUDT code for DCASE2018Task2.

paraphrase_identification. Examine two sentences and determine whether they have the same meaning.

CloserLookFewShot. source code to ICLR'19, 'A Closer Look at Few-shot Classification'

WikiSQL. A large annotated semantic parsing corpus for developing natural language interfaces.

lang2logic. Lua

OpenNMT-tf. Neural machine translation and sequence learning using TensorFlow

OpenNMT-py. Open Source Neural Machine Translation and (Large) Language Models in PyTorch

spec_augment. 🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

DeepPavlov. An open source library for deep learning end-to-end dialog systems and chatbots.

mixmatch. Python

OpenKE. An Open-Source Package for Knowledge Embedding (KE)

dcase2019_task2_baseline. Python

snorkel. A system for quickly generating training data with weak supervision

ChineseNER. 中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

ChineseNLPCorpus. 中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

ChineseNlpCorpus. 搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

wenzheng. ai challenger 2018细粒度情感分类第一名解决方案, A training framework itegrating tensorflow and pytorch

CDCS. Chinese Data Competitions' Solutions

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

TianChi_Hangzhou_Subway. 全球城市计算AI挑战赛

stanza. Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

flair. A very simple framework for state-of-the-art Natural Language Processing (NLP)

neural_kbqa. Knowledge Base Question Answering using memory networks

mercari-solution. Mercari 1st place solution (kaggle)

fastNLP. fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

CLR. Jupyter Notebook

996.ICU. Repo for counting stars and contributing. Press F to pay respect to glorious developers.

CaiNiao-DemandForecast-StoragePlaning. 1st Place Season one & 6th Place Season two

RJYY. Python

Guided-Denoise. The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL

Targeted-Adversarial-Attack. A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition

Non-Targeted-Adversarial-Attacks. A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition

AK-DE-biGRU. Improving Response Selection in Multi-turn Dialogue Systems by Incorporating Domain Knowledge

jointRE. End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)

mt-dnn. Multi-Task Deep Neural Networks for Natural Language Understanding

SGM. Sequence Generation Model for Multi-label Classification (COLING 2018)

knowledge-driven-dialogue. baseline system of knowledge driven dialogue competition

NCRFpp. NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

dl4marco-bert. Python

RESIDE. EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

OpenNRE. An Open-Source Package for Neural Relation Extraction (NRE)

seq2seq. keras example of seq2seq, auto title

keras-contrib. Keras community contributions

gt-nlp-class. Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

allennlp. An open-source NLP research library, built on PyTorch.

ASRT_SpeechRecognition. A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

fold. Deep learning with dynamic computation graphs in TensorFlow

SemanticTreeLSTM. Jupyter Notebook

bag-of-words. Code for "Bag-of-Words as Target for Neural Machine Translation"

srl_syn_pruning. Sematic Role Labeling with syntactic K-pruning algorithm

bpemb. Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

Advertising-algorithm-competition. 2018、2019 腾讯广告算法大赛/2018IJCAI 阿里妈妈搜索广告转化预测竞赛/讯飞广告营销算法/OGeek

imgaug. Image augmentation for machine learning experiments.

spinningup. An educational resource to help anyone learn deep reinforcement learning.