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Nlp

225 projects

Showing 36 of 225 projects

HuggingFace Transformers
HuggingFace TransformersPython

A model-definition framework for state-of-the-art machine learning models across text, vision, audio, and multimodal tasks.

#transformer#hacktoberfest#model-training
Stars168.0k
Forks34.9k
Last commit8 hours ago
JAX, Flax & Transformers
JAX, Flax & TransformersPython

A model-definition framework for state-of-the-art machine learning models across text, vision, audio, and multimodal tasks.

#transformer#hacktoberfest#model-training
Stars168.0k
Forks34.9k
Last commit
Awesome machine learning
Awesome machine learningPython

A curated list of awesome machine learning frameworks, libraries, and software organized by programming language.

#developer-tools#data-science#deep-learning
Stars74.6k
Forks15.7k
Last commit
awesome-machine-learning
awesome-machine-learningPython

A curated list of awesome machine learning frameworks, libraries, and software organized by programming language.

#open-source#data-science#deep-learning
Stars74.6k
Forks15.7k
Last commit9 hours ago
keras
kerasPython

A multi-backend deep learning framework that enables effortless model development across JAX, TensorFlow, PyTorch, and OpenVINO.

#multi-backend#model-training#jax
Stars64.4k
Forks19.8k
Last commit9 hours ago
BERT
BERTPython

TensorFlow implementation and pre-trained models for BERT, a bidirectional Transformer for language understanding.

#transformer#natural-language-understanding#text-classification
Stars40.0k
Forks9.7k
Last commit2 years ago
dspy
dspyPython

A framework for programming language models with Python instead of prompting, enabling modular AI systems with automatic prompt optimization.

#declarative-programming#ai-framework#python-library
Stars38.7k
Forks3.4k
Last commit12 hours ago
spacy
spacyPython

Industrial-strength Natural Language Processing library for Python, featuring pretrained pipelines for 70+ languages and production-ready training.

#nlp-library#ai#spacy
Stars34.0k
Forks4.7k
Last commit10 days ago
Label Studio
Label StudioTypeScript

An open-source data labeling tool for annotating audio, text, images, videos, and time series with a simple UI and standardized output.

#labeling-tool#image-labeling#annotation
Stars28.5k
Forks3.8k
Last commit7 hours ago
Haystack
HaystackPython

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications in Python.

#semantic-search#ai#information-retrieval
Stars26.8k
Forks3.3k
Last commit14 hours ago
FinGPT
FinGPTJupyter Notebook

An open-source framework for financial large language models, enabling cost-effective fine-tuning for tasks like sentiment analysis and forecasting.

#finance#lora#fine-tuning
Stars21.4k
Forks3.0k
Last commit29 days ago
Rasa
RasaPython

Open source machine learning framework for building contextual text- and voice-based chatbots and assistants.

#bots#botkit#open-source
Stars21.4k
Forks4.9k
Last commit3 months ago
Awesome NLP
Awesome NLP

A curated list of resources dedicated to Natural Language Processing (NLP), including libraries, datasets, tutorials, and research.

#ai#nlp-resources#text-analysis
Stars19.1k
Forks2.9k
Last commit9 days ago
Machine-Learning-Tutorials
Machine-Learning-Tutorials

A curated collection of tutorials, articles, and resources for learning machine learning and deep learning topics.

#neural-network#educational-resources#data-science
Stars18.3k
Forks4.0k
Last commit2 years ago
awesome-Machine Learning & Deep Learning Tutorials
awesome-Machine Learning & Deep Learning Tutorials

A topic-wise curated list of machine learning and deep learning tutorials, articles, and resources for developers and data scientists.

#neural-network#educational-resources#data-science
Stars18.3k
Forks4.0k
Last commit2 years ago
AI/ML YouTube Courses
AI/ML YouTube Courses

A curated index of the latest and best machine learning and AI courses available on YouTube, organized by topic.

#ai#data-science#education
Stars17.4k
Forks2.1k
Last commit2 years ago
memvid
memvidRust

A single-file memory layer for AI agents, replacing complex RAG pipelines with serverless, instant retrieval and long-term memory.

#ai#serverless#embedded
Stars16.6k
Forks1.4k
Last commit3 months ago
gensim
gensimPython

A Python library for topic modeling, document indexing, and similarity retrieval with large corpora.

#word2vec#information-retrieval#python-library
Stars16.5k
Forks4.4k
Last commit11 months ago
gensim
gensimPython

A Python library for topic modeling, document indexing, and similarity retrieval with large text corpora.

#word2vec#information-retrieval#python-library
Stars16.5k
Forks4.4k
Last commit11 months ago
Lectures
Lectures

Lecture materials and slides for the University of Oxford's 2017 advanced course on Deep Natural Language Processing.

#academic-course#deep-learning#neural-networks
Stars15.8k
Forks3.5k
Last commit3 years ago
NLTK
NLTKPython

A comprehensive Python library for natural language processing, providing modules, datasets, and tutorials for NLP research and development.

#corpora#nltk#python-library
Stars14.7k
Forks3.1k
Last commit20 hours ago
ChatterBot
ChatterBotPython

A machine-learning conversational dialog engine for creating chatbots in Python with language-independent training.

#dialog-engine#chatbot#conversational-ai
Stars14.5k
Forks4.4k
Last commit1 month ago
Flair embeddings from PubMed
Flair embeddings from PubMedPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#sequence-tagging#biomedical-nlp#python-library
Stars14.4k
Forks2.1k
Last commit
flair
flairPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#part-of-speech-tagging#biomedical-nlp#semantic-role-labeling
Stars14.4k
Forks2.1k
Last commit
txtai
txtaiPython

An all-in-one AI framework for semantic search, LLM orchestration, and language model workflows built around an embeddings database.

#fastapi#search#semantic-search
Stars13.0k
Forks946
Last commit13 hours ago
NLP Compromise
NLP CompromiseJavaScript

A lightweight JavaScript library for natural language processing that transforms text into structured data with a modest, pragmatic approach.

#part-of-speech-tagging#nlp-library#plugin-system
Stars12.2k
Forks670
Last commit
SentencePiece
SentencePieceC++

An unsupervised text tokenizer and detokenizer for neural network-based text generation systems with subword units.

#machine-translation#neural-machine-translation#neural-networks
Stars12.1k
Forks1.4k
Last commit1 day ago
tokenizers
tokenizersRust

Fast, state-of-the-art tokenizers for training and tokenization, optimized for both research and production.

#nlp-library#natural-language-understanding#unigram
Stars11.2k
Forks1.2k
Last commit11 hours ago
Assignments
AssignmentsPython

Code examples and tutorials for Stanford's TensorFlow for Deep Learning Research course (CS 20).

#code-examples#stanford-cs20#educational-resources
Stars10.4k
Forks4.2k
Last commit5 years ago
TensorFlow Tutorial 3
TensorFlow Tutorial 3Jupyter Notebook

A collection of beginner-friendly TensorFlow tutorials with accompanying YouTube videos covering deep learning fundamentals and advanced topics.

#google-colab#neural-network#educational
Stars9.3k
Forks4.1k
Last commit
Reformer
ReformerPython

An end-to-end deep learning library focused on clear code and speed, used for research and production by Google Brain.

#transformer#model-training#jax
Stars8.3k
Forks818
Last commit1 year ago
Trax
TraxPython

An end-to-end deep learning library focused on clear code, speed, and research, built by Google Brain.

#transformer#model-training#jax
Stars8.3k
Forks818
Last commit1 year ago
awesome-chinese-nlp
awesome-chinese-nlp

A curated list of resources, tools, datasets, and learning materials for Chinese Natural Language Processing.

#computational-linguistics#text-corpus#research-tools
Stars7.9k
Forks1.7k
Last commit3 years ago
stanza
stanzaPython

A Python NLP library from Stanford for tokenization, sentence segmentation, NER, and dependency parsing across 60+ languages.

#biomedical-nlp#python-library#deep-learning
Stars7.9k
Forks962
Last commit1 day ago
trafilatura
trafilaturaPython

A Python library and CLI tool for web crawling, scraping, and extracting main text, metadata, and comments from web pages.

#text-extraction#readability#article-extractor
Stars7.0k
Forks462
Last commit13 hours ago
DeepPavlov
DeepPavlovPython

An open-source NLP framework for building and deploying deep learning dialog systems and chatbots with PyTorch and transformers.

#chitchat#deep-learning#nlp-framework
Stars7.0k
Forks1.2k
Last commit1 year ago
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#Natural Language Processing117
#Machine Learning115
#Deep Learning52
#Python48
#Text Analysis41
#Python Library29
#Neural Networks26
#Text Processing26
#Tensorflow25
#Named Entity Recognition23
#Data Science23
#Ai22