nlp-machine-learning

There are 31 repositories under nlp-machine-learning topic.

deeppavlov / DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
bot nlp chatbot dialogue-systems question-answering chitchat slot-filling intent-classification entity-extraction named-entity-recognition tensorflow deep-learning deep-neural-networks intent-detection dialogue-agents dialogue-manager artificial-intelligence ai nlp-machine-learning machine-learning
Language:Python 6552
thunlp / OpenPrompt
An Open-Source Framework for Prompt-Learning.
nlp pre-trained-language-models ai nlp-machine-learning natural-language-processing natural-language-understanding deep-learning pre-trained-model nlp-library pytorch transformer prompt prompt-toolkit prompts prompt-based-tuning prompt-learning
Language:Python 4170
zhaoyingjun / chatbot
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。
chatbot ai nlp-machine-learning python seqgan-tensorflow seq2seq-chatbot tensorflow2 seqgan pytorch
Language:Python 3463
esbatmop / MNBVC
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。
chinese chinese-language chinese-nlp chinese-simplified corpus-data nlp nlp-machine-learning
3045
AI_Tutorial
cbamls / AI_Tutorial
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
machine-learning machine-learning-tutorials elasticsearch deep-learning-tutorial deep-neural-networks search-system recommender-systems graph-neural-networks nlp-machine-learning artificial-intelligence artificial-intelligence-algorithms
2740
github / CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
deep-learning natural-language-processing programming-language-theory machine-learning tensorflow datasets data-science machine-learning-on-source-code representation-learning neural-networks python ml open-data data cnn rnn self-attention bert nlp nlp-machine-learning
Language:Jupyter Notebook 2119
katanaml / sparrow
Data processing with ML and LLM
machinelearning huggingface-transformers nlp-machine-learning computer-vision gpt llm rag
Language:Python 2022
kk7nc / Text_Classification
Text Classification Algorithms: A Survey
text-classification nlp-machine-learning document-classification text-processing dimensionality-reduction rocchio-algorithm boosting-algorithms logistic-regression naive-bayes-classifier k-nearest-neighbours support-vector-machines decision-trees random-forest conditional-random-fields deep-learning deep-neural-network recurrent-neural-networks convolutional-neural-networks deep-belief-network hierarchical-attention-networks
Language:Python 1780
chrismattmann / tika-python
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
tika-server python tika-python tika-server-jar parser-interface parse translation-interface usc text-extraction mime buffer memex text-recognition detection recognition nlp nlp-machine-learning nlp-library covid-19 extraction
Language:Python 1425
MilaNLProc / contextualized-topic-models
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.).
topic-modeling bert transformer embeddings text-as-data topic-coherence multilingual-topic-models multilingual-models neural-topic-models nlp nlp-library nlp-machine-learning
Language:Python 1168
DengBoCong / nlp-paper
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）
dialogue speech nlp-machine-learning paper tensorflow2 pytorch nlp bert
Language:Python 1129
google-research / tapas
End-to-end neural table-text understanding models.
nlp-machine-learning question-answering table-parsing tensorflow
Language:Python 1108
lingua-go
pemistahl / lingua-go
The most accurate natural language detection library for Go, suitable for short text and mixed-language text
natural-language-processing language-detection language-recognition language-classification language-identification language-processing nlp nlp-machine-learning golang-library go language-modeling text-processing
Language:Go 1107
rasa-ui
paschmann / rasa-ui
Rasa UI is a frontend for the Rasa Framework
rasa-nlu nlp nlp-machine-learning nlp-apis angular nodejs rasa manage-bots nlu
Language:JavaScript 948
NorskRegnesentral / skweak
skweak: A software toolkit for weak supervision applied to NLP tasks
weak-supervision nlp-machine-learning distant-supervision nlp-library spacy python data-science training-data natural-language-processing
Language:Python 911
veekaybee / what_are_embeddings
A deep dive into embeddings starting from fundamentals
embeddings machine-learning machine-learning-algorithms nlp-machine-learning
Language:Jupyter Notebook 865
Python-ai-assistant
ggeop / Python-ai-assistant
Python AI assistant 🧠
python35 python voice-recognition voice-assistant voice-control voice-activity-detection voice-chat nlp-machine-learning voice-commands linux-assistant nlp voice-recognition-experiment ai sklearn wolfram-language nltk google-speech-recognition google-speech-to-text mongodb pymongo
Language:Python 861
lingua-rs
pemistahl / lingua-rs
The most accurate natural language detection library for Rust, suitable for short text and mixed-language text
rust rust-library rust-crate language-detection language-classification language-recognition natural-language-processing nlp language-identification nlp-machine-learning language-processing
Language:Rust 829
amanjeetsahu / Natural-Language-Processing-Specialization
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
natural-language-processing natural-language-understanding natural-language-generation nlp nlp-machine-learning course coursera specialization course-materials coursera-specialization course-assignment slides
Language:Jupyter Notebook 735
georgian-io / LLM-Finetuning-Toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
classification fine-tuning finetuning large-language-models nlp nlp-machine-learning summarization falcon flan-t5 llama2 lora qlora redpajama ablation-study llm-test mistral-7b unit-testing zephyr
Language:Python 677
mila-iqia / babyai
BabyAI platform. A testbed for training agents to understand and execute language commands.
nlp nlp-machine-learning reinforcement-learning-environments imitation-learning openai-gym
Language:Python 670
lingua
pemistahl / lingua
The most accurate natural language detection library for Java and the JVM, suitable for long and short text alike
language-detection language-processing kotlin-library java-library nlp-library nlp nlp-machine-learning natural-language natural-language-processing android-library language-identification language-classification language-recognition
Language:Kotlin 659
howl-anderson / Chinese_models_for_SpaCy
SpaCy 中文模型 | Models for SpaCy that support Chinese
spacy-models nlp-machine-learning nlp nlp-dependency-parsing chinese-nlp
Language:Jupyter Notebook 633
namuan / dr-doc-search
Converse with book - Built with GPT-3
gpt3 langchain nlp-machine-learning python summarization
Language:Python 600
michaelthwan / searchGPT
Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.
chatgpt grounded-api grounded-bot llm nlp nlp-machine-learning openai python retrieval retrieval-model ai language-model machine-learning
Language:Python 583
lpty / nlp_base
自然语言基础模型
nlp-machine-learning
Language:Python 563
stepthom / text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
natural-language-processing text-mining text-analysis text-analytics sentiment-analysis list topic-modeling text-classification awesome awesome-list machine-learning data-mining nlp nlp-machine-learning
553
hands-on-nltk-tutorial
hb20007 / hands-on-nltk-tutorial
The hands-on NLTK tutorial for NLP in Python
nlp nlp-machine-learning nlp-resources nltk nltk3 nltk-library notebook notebook-jupyter notebooks tutorial tutorials jupyter-notebook jupyter jupyter-notebooks binder didactic
Language:Jupyter Notebook 538
laugustyniak / awesome-sentiment-analysis
Repository with all what is necessary for sentiment analysis and related areas
sentiment-analysis opinion-mining nlp nlp-machine-learning text-mining text-analysis lexicon sentiment-classification sentiment-lexcions sentiment-polarity sentiment-classifier
525
google-research-datasets / dstc8-schema-guided-dialogue
The Schema-Guided Dialogue Dataset
dataset dialogue dialogue-systems assistant nlp-machine-learning
Language:Python 520
soulbliss / NLP-conference-compendium
Compendium of the resources available from top NLP conferences.
acl naacl nlp-machine-learning emnlp natural-language-understanding natural-language-generation natural-language-inference natural-language-processing
459
CarryChang / Customer_Satisfaction_Analysis
基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。
customer-satisfaction-analysis nlp-machine-learning sentiment-analysis litnlp
Language:Python 400
kunalj101 / Data-Science-Hacks
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
data-science machine-learning hacks pandas-dataframe ipynb image-augmentation python python3 pandas pandas-tutorial pandas-python data-analysis data data-visualization dataset numpy nlp-machine-learning nlp computer-vision tips-and-tricks
Language:Jupyter Notebook 393
datascienceid / machine-learning-resources
A curated list of awesome machine learning frameworks, libraries, courses, books and many more.
machine-learning awesome-list paper conference datasets data-science natural-language-processing nlp-machine-learning data-analysis tutorial handbook textbook
384
uvipen / Hierarchical-attention-networks-pytorch
Hierarchical Attention Networks for document classification
hierarchical-attention-networks python pytorch python3 nlp nlp-machine-learning cnn text-classification document-classification deep-learning deeplearning deep-neural-networks han
Language:Python 380
MAIF / melusine
📧 Melusine: Use python to automatize your email processing workflow
python nlp-machine-learning datascience emails natural-language-processing nlp python3 courriels
Language:Python 345

nlp-machine-learning

deeppavlov / DeepPavlov

thunlp / OpenPrompt

zhaoyingjun / chatbot

esbatmop / MNBVC

cbamls / AI_Tutorial

github / CodeSearchNet

katanaml / sparrow

kk7nc / Text_Classification

chrismattmann / tika-python

MilaNLProc / contextualized-topic-models

DengBoCong / nlp-paper

google-research / tapas

pemistahl / lingua-go

paschmann / rasa-ui

NorskRegnesentral / skweak

veekaybee / what_are_embeddings

ggeop / Python-ai-assistant

pemistahl / lingua-rs

amanjeetsahu / Natural-Language-Processing-Specialization

georgian-io / LLM-Finetuning-Toolkit

mila-iqia / babyai

pemistahl / lingua

howl-anderson / Chinese_models_for_SpaCy

namuan / dr-doc-search

michaelthwan / searchGPT

lpty / nlp_base

stepthom / text_mining_resources

hb20007 / hands-on-nltk-tutorial

laugustyniak / awesome-sentiment-analysis

google-research-datasets / dstc8-schema-guided-dialogue

soulbliss / NLP-conference-compendium

CarryChang / Customer_Satisfaction_Analysis

kunalj101 / Data-Science-Hacks

datascienceid / machine-learning-resources

uvipen / Hierarchical-attention-networks-pytorch

MAIF / melusine