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sreeharierk/datascience

A comprehensive collection of free resources for learning and practicing data science, including AI and ML tools.

5.1K
Experimental
Machine Learning Algorithms
Computer Vision
#data-science#machine-learning#deep-learning

argilla-io/argilla

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

4.9K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#active-learning#annotation-tool#human-in-the-loop

thunlp/OpenPrompt

An open-source framework for prompt-learning, a powerful technique for fine-tuning language models.

4.8K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#prompt-learning#language-models#natural-language-processing

openvenues/libpostal

A C library for parsing and normalizing international street addresses using statistical NLP and open geo data.

4.7K
Stable
C
API Clients & Testing
Record Linkage
#address-parsing#address-normalization#natural-language-processing

makcedward/nlpaug

A data augmentation library for natural language processing (NLP) tasks, enabling developers to improve model performance.

4.6K
Archived
Jupyter Notebook
Computer Vision
ML Ops
Python
#natural-language-processing#data-augmentation#computer-vision

fla-org/flash-linear-attention

Efficient implementations of state-of-the-art linear attention models for large language models and NLP tasks.

4.5K
Active
Python
LLM Frameworks
NLP
Python
#large-language-models#machine-learning#natural-language-processing

deanmalmgren/textract

A Python library that provides a simple and unified interface for extracting text from any document format.

4.5K
Archived
HTML
ETL & Pipelines
CLI Tools
Python
#text-extraction#pdf#docx

LLMBook-zh/LLMBook-zh.github.io

This repository contains the book 'Large Language Models' authored by a team of researchers.

4.3K
Stable
Python
LLM Frameworks
Books & Guides
#natural-language-processing#deep-learning#fine-tuning

microsoft/FLAML

A fast library for AutoML and hyperparameter tuning that can be used for various machine learning tasks.

4.3K
Active
Jupyter Notebook
Automated Machine Learning
Machine Learning
Jupyter Notebook
#automated-machine-learning#hyperparameter-optimization#tabular-data

arXivTimes/arXivTimes

A repository to research and share machine learning articles, with a focus on computer vision, NLP, and reinforcement learning.

3.9K
Archived
Machine Learning
Computer Vision
#machine-learning#computer-vision#natural-language-processing

NTMC-Community/MatchZoo

Facilitates the design, comparison, and sharing of deep text matching models for NLP applications.

3.9K
Archived
Python
LLM Frameworks
API Frameworks
Python
#deep-learning#text-matching#natural-language-processing

dongrixinyu/JioNLP

A comprehensive Chinese NLP preprocessing and parsing package with high accuracy, efficiency, and ease of use.

3.8K
Stable
Python
NLP Frameworks
API Frameworks
Python
#natural-language-processing#preprocessing#parsing

olivia-ai/olivia

Olivia is an open-source, AI-powered voice assistant that can be used to build conversational applications.

3.7K
Experimental
Go
Agents & Orchestration
Authentication
Go
#ai#assistant#chatbot

hemansnation/AI-Engineer-Headquarters

A comprehensive collection of AI-powered tools, techniques, and resources for building advanced data-driven applications.

3.7K
Stable
Jupyter Notebook
LLM Frameworks
Data Science
Python
#data-science#machine-learning#deep-learning

PAIR-code/lit

Interactive tool to understand the behavior of machine learning models in an extensible, framework-agnostic way.

3.6K
Active
TypeScript
Visualization
Charts & Visualization
React
#machine-learning#natural-language-processing#visualization

girafe-ai/ml-course

An open machine learning course that covers a wide range of topics including computer vision, natural language processing, and reinforcement learning.

3.4K
Active
Jupyter Notebook
Computer Vision
Natural Language Processing
Jupyter Notebook
#machine-learning#deep-learning#computer-vision

catalyst-team/catalyst

Catalyst is an accelerated deep learning R&D library for Python that supports a variety of AI and machine learning use cases.

3.4K
Experimental
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#nlp

QData/TextAttack

TextAttack is a Python framework for adversarial attacks, data augmentation, and model training in NLP.

3.4K
Experimental
Python
Adversarial Attacks & Security
Data Augmentation
Python
#adversarial-attacks#data-augmentation#natural-language-processing

hankcs/pyhanlp

An open-source Chinese NLP library providing state-of-the-art tools for word segmentation, dependency parsing, named entity recognition, and more.

3.2K
Archived
Python
NLP
Python
#chinese-nlp#word-segmentation#dependency-parsing

fastnlp/fastNLP

An extensible NLP framework for building powerful text processing and analysis applications in Python.

3.1K
Archived
Python
NLP Frameworks
API Frameworks
Python
#nlp#text-processing#deep-learning
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