nlp-machine-learning

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Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

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deeppavlov /DeepPavlov

Star6.9k

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

nlp bot machine-learning deep-neural-networks ai deep-learning tensorflow chatbot artificial-intelligence named-entity-recognition question-answering chitchat nlp-machine-learning dialogue-agents dialogue-systems slot-filling entity-extraction dialogue-manager intent-classification intent-detection

UpdatedJul 4, 2025
Python

thunlp /OpenPrompt

Star4.7k

An Open-Source Framework for Prompt-Learning.

nlp natural-language-processing ai deep-learning prompt pytorch transformer prompt-toolkit nlp-library nlp-machine-learning prompts natural-language-understanding pre-trained-model pre-trained-language-models prompt-based-tuning prompt-learning

UpdatedJul 16, 2024
Python

katanaml /sparrow

Sponsor

Star4.6k

Structured data extraction and instruction calling with ML, LLM and Vision LLM

computer-vision machinelearning gpt nlp-machine-learning rag huggingface-transformers llm vllm

UpdatedJul 4, 2025
Python

esbatmop /MNBVC

Star3.9k

MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。

nlp chinese chinese-nlp corpus-data chinese-simplified nlp-machine-learning chinese-language

UpdatedJul 9, 2025

zhaoyingjun /chatbot

Star3.6k

ChatGPT带火了聊天机器人，主流的趋势都调整到了GPT类模式，本项目也与时俱进，会在近期更新GPT类版本。基于本项目和自己的语料可以训练出自己想要的聊天机器人，用于智能客服、在线问答、闲聊等场景。

python ai chatbot pytorch nlp-machine-learning seq2seq-chatbot seqgan seqgan-tensorflow tensorflow2

UpdatedJun 26, 2024
Python

cbamls /AI_Tutorial

Star3.5k

精选机器学习，NLP，图像识别，深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

elasticsearch machine-learning deep-neural-networks artificial-intelligence recommender-systems deep-learning-tutorial nlp-machine-learning artificial-intelligence-algorithms machine-learning-tutorials graph-neural-networks search-system

UpdatedApr 15, 2024

github /CodeSearchNet

Star2.3k

Datasets, tools, and benchmarks for representation learning of code.

python nlp data-science data machine-learning natural-language-processing deep-learning tensorflow ml cnn open-data neural-networks rnn datasets representation-learning nlp-machine-learning bert programming-language-theory self-attention machine-learning-on-source-code

UpdatedJan 31, 2022
Jupyter Notebook

kk7nc /Text_Classification

Star1.8k

Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network

UpdatedApr 1, 2025
Python

chrismattmann /tika-python

Sponsor

Star1.6k

Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

python nlp parse recognition buffer detection extraction text-extraction mime text-recognition nlp-library memex usc nlp-machine-learning translation-interface tika-server tika-python tika-server-jar parser-interface covid-19

UpdatedApr 14, 2025
Python

DengBoCong /nlp-paper

Star1.3k

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）

nlp paper dialogue speech pytorch nlp-machine-learning bert tensorflow2

UpdatedJan 5, 2024
Python

pemistahl /lingua-go

Star1.3k

The most accurate natural language detection library for Go, suitable for short text and mixed-language text

nlp go natural-language-processing language-detection language-modeling golang-library text-processing nlp-machine-learning language-recognition language-processing language-identification language-classification

UpdatedFeb 6, 2025
Go

MilaNLProc /contextualized-topic-models

Star1.2k

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

nlp embeddings transformer topic-modeling nlp-library nlp-machine-learning bert neural-topic-models text-as-data topic-coherence multilingual-topic-models multilingual-models

UpdatedFeb 4, 2025
Python

google-research /tapas

Star1.2k

End-to-end neural table-text understanding models.

tensorflow question-answering nlp-machine-learning table-parsing

UpdatedJul 22, 2024
Python

veekaybee /what_are_embeddings

Star1k

A deep dive into embeddings starting from fundamentals

machine-learning machine-learning-algorithms embeddings nlp-machine-learning

UpdatedNov 18, 2024
Jupyter Notebook

ggeop /Python-ai-assistant

Star984

Python AI assistant 🧠

python nlp ai mongodb sklearn pymongo voice-commands voice-recognition nltk voice-chat voice-control python35 nlp-machine-learning wolfram-language voice-assistant google-speech-recognition voice-activity-detection voice-recognition-experiment google-speech-to-text linux-assistant

UpdatedNov 17, 2024
Python

pemistahl /lingua-rs

Star976

The most accurate natural language detection library for Rust, suitable for short text and mixed-language text

nlp rust natural-language-processing language-detection rust-library nlp-machine-learning language-recognition language-processing rust-crate language-identification language-classification

UpdatedJul 10, 2025
Rust

paschmann /rasa-ui

Star962

Rasa UI is a frontend for the Rasa Framework

nodejs nlp angular nlu rasa-nlu nlp-apis rasa nlp-machine-learning manage-bots

UpdatedDec 30, 2022
JavaScript

NorskRegnesentral /skweak

Star926

skweak: A software toolkit for weak supervision applied to NLP tasks

python data-science natural-language-processing weak-supervision spacy nlp-library nlp-machine-learning distant-supervision training-data

UpdatedSep 2, 2024
Python

bin123apple /AutoCoder

Star851

We introduced a new model designed for the Code generation task. Its test accuracy on the HumanEval base dataset surpasses that of GPT-4 Turbo (April 2024) and GPT-4o.

nlp text-generation code-generation nlp-machine-learning humaneval llm code-interpreter

UpdatedJul 6, 2024
Python

georgian-io /LLM-Finetuning-Toolkit

Star848

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

nlp unit-testing falcon classification summarization lora nlp-machine-learning zephyr fine-tuning finetuning ablation-study large-language-models flan-t5 redpajama qlora llm-test llama2 mistral-7b

UpdatedOct 25, 2024
Python

Created by Alan Turing

Followers: 25.8k followers
Website: github.com/topics/nlp
Wikipedia: Wikipedia

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