nlp-machine-learning

There are 20 repositories under nlp-machine-learning topic.

deepmipt / 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 5781
NVIDIA / NeMo
NeMo: a toolkit for conversational AI
asr deep-learning language-model machine-translation neural-network nlp nlp-machine-learning nmt speaker-diarization speaker-recognition speech-recognition speech-synthesis speech-to-text text-normalization text-to-speech tts
Language:Jupyter Notebook 4366
zhaoyingjun / chatbot
一个可以自己进行训练的中文聊天机器人，根据自己的语料训练出自己想要的聊天机器人，可以用于智能客服、在线问答、智能聊天等场景。目前包含seq2seq、seqGAN版本、tf2.0版本、pytorch版本。
chatbot ai nlp-machine-learning python seqgan-tensorflow seq2seq-chatbot tensorflow2 seqgan pytorch
Language:Python 2703
github / CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
bert cnn data data-science datasets deep-learning machine-learning machine-learning-on-source-code ml natural-language-processing neural-networks nlp nlp-machine-learning open-data programming-language-theory python representation-learning rnn self-attention tensorflow
Language:Jupyter Notebook 1638
thunlp / OpenPrompt
An Open-Source Framework for Prompt-Learning.
ai deep-learning natural-language-processing natural-language-understanding nlp nlp-library nlp-machine-learning pre-trained-language-models pre-trained-model prompt prompt-based-tuning prompt-learning prompt-toolkit prompts pytorch transformer
Language:Python 1623
kk7nc / Text_Classification
Text Classification Algorithms: A Survey
boosting-algorithms conditional-random-fields convolutional-neural-networks decision-trees deep-belief-network deep-learning deep-neural-network dimensionality-reduction document-classification hierarchical-attention-networks k-nearest-neighbours logistic-regression naive-bayes-classifier nlp-machine-learning random-forest recurrent-neural-networks rocchio-algorithm support-vector-machines text-classification text-processing
Language:Python 1566
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 1181
AI_Tutorial
cbamls / AI_Tutorial
精华机器学习，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
artificial-intelligence artificial-intelligence-algorithms deep-learning-tutorial deep-neural-networks elasticsearch graph-neural-networks machine-learning machine-learning-tutorials nlp-machine-learning recommender-systems search-system
949
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.
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 891
rasa-ui
paschmann / rasa-ui
Rasa UI is a frontend for the Rasa Framework
angular manage-bots nlp nlp-apis nlp-machine-learning nlu nodejs rasa rasa-nlu
Language:JavaScript 855
google-research / tapas
End-to-end neural table-text understanding models.
nlp-machine-learning question-answering table-parsing tensorflow
Language:Python 839
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 788
pemistahl / lingua-go
👄 The most accurate natural language detection library for Go, suitable for long and short text alike
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 679
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）
bert dialogue nlp nlp-machine-learning paper pytorch speech tensorflow2
Language:Python 655
howl-anderson / Chinese_models_for_SpaCy
SpaCy 中文模型 | Models for SpaCy that support Chinese
chinese-nlp nlp nlp-dependency-parsing nlp-machine-learning spacy-models
Language:Jupyter Notebook 587
lpty / nlp_base
自然语言基础模型
nlp-machine-learning
Language:Python 563
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 538
pemistahl / lingua-rs
👄 The most accurate natural language detection library for Rust, suitable for long and short text alike
language-classification language-detection language-identification language-processing language-recognition natural-language-processing nlp nlp-machine-learning rust rust-crate rust-library
Language:Rust 527
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 500
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
499
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
492
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 483
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 482
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 425
soulbliss / NLP-conference-compendium
Compendium of the resources available from top NLP conferences.
acl emnlp naacl natural-language-generation natural-language-inference natural-language-processing natural-language-understanding nlp-machine-learning
423
google-research-datasets / dstc8-schema-guided-dialogue
The Schema-Guided Dialogue Dataset
dataset dialogue dialogue-systems assistant nlp-machine-learning
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 335
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 327
deepmipt / ner
Named Entity Recognition
deep-learning named-entity-recognition natural-language-processing natural-language-understanding neural-network nlp-machine-learning
Language:Python 312
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 310
datascienceid / machine-learning-resources
A curated list of awesome machine learning frameworks, libraries, courses, books and many more.
awesome-list conference data-analysis data-science datasets handbook machine-learning natural-language-processing nlp-machine-learning paper textbook tutorial
284
MAIF / melusine
Melusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".
datascience emails nlp-machine-learning python
Language:Jupyter Notebook 272
PacktPublishing / Natural-Language-Processing-with-TensorFlow
Natural Language Processing with TensorFlow, published by Packt
tensorflow nlp-machine-learning rnn cnn tensorboard seq2seq lstm
Language:Jupyter Notebook 255
character-based-cnn
ahmedbesbes / character-based-cnn
Implementation of character based convolutional neural network
convolutional-neural-network natural-language-processing pytorch deep-neural-networks character-cnn nlp-machine-learning nlp paper-implementations character-based-model youtube-video
Language:Python 244
DevinZ1993 / Chinese-Poetry-Generation
An RNN-based Chinese Poem Generator
nlp-machine-learning tensorflow
Language:Python 241
dataqa / dataqa
Labelling platform for text using weak supervision.
annotation-tool data-labeling data-science learning-with-limited-labeled-data learning-with-noisy-labels natural-language-processing ner nlp nlp-machine-learning pseudo-labeling search-engine text-annotation-tool text-classification text-mining weak-supervision
Language:JavaScript 238

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nlp natural-language-processing bert sentiment-analysis text-classification