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tstanislawek/awesome-document-understanding

A curated list of resources for Document Understanding (DU) related to machine learning and natural language processing.

1.5K
Archived
Computer Vision
Natural Language Processing
#document-understanding#pdf-processing#ocr

sepandhaghighi/pycm

A Python library for creating multi-class confusion matrices, useful for evaluating machine learning models.

1.5K
Active
Python
ML Ops
Data Analysis
#accuracy#classification#confusion-matrix

interpretml/DiCE

Generate diverse counterfactual explanations for machine learning models.

1.5K
Experimental
Python
React
#counterfactual-explanations#explainable-ai#machine-learning

bgavran/Category_Theory_Machine_Learning

A collection of papers studying machine learning through the lens of category theory for developers.

1.5K
Stable
Python
LLM Frameworks
Books & Guides
Python
#category-theory#machine-learning#neural-networks

adblockradio/adblockradio

A JavaScript-based adblocker for live radio streams and podcasts using machine learning

1.5K
Archived
JavaScript
Next.js
#machine-learning#adblocker#javascript

ahangchen/GDLnotes

Google Deep Learning Notes - a comprehensive tutorial on TensorFlow for machine learning and deep learning.

1.5K
Archived
Python
LLM Frameworks
Tutorials & Courses
TensorFlow
#deep-learning#machine-learning#tensorflow

enoch3712/ExtractThinker

ExtractThinker is a powerful document intelligence library for LLMs, offering flexible and intuitive workflows.

1.5K
Stable
Python
LLM Frameworks
ORMs & Query Builders
Python
#document-intelligence#llm#ocr

firmai/awesome-google-colab

A curated collection of Google Colab notebooks and repositories for data science, machine learning, and AI development.

1.5K
Archived
Jupyter Notebook
Notebooks
Tutorials & Courses
Jupyter Notebook
#google-colab#data-science#machine-learning

Hironsan/anago

A Python library for named-entity recognition, part-of-speech tagging, and other NLP tasks using LSTM-CRF and ELMo models.

1.5K
Archived
Python
NLP
API Frameworks
Keras
#named-entity-recognition#part-of-speech-tagging#sequence-labeling

pkmital/CADL

A free MOOC course on creative applications of deep learning with TensorFlow for developers.

1.5K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
Tensorflow
#deep-learning#machine-learning#mooc

karpathy/arxiv-sanity-lite

Provides a lightweight and efficient way to retrieve, store, and recommend arXiv papers using SVMs over tfidf feature vectors.

1.5K
Archived
Python
Flask
#arxiv#machine-learning#SVMs

microsoft/vscode-jupyter

The VS Code Jupyter extension provides a powerful interface for data science and machine learning workflows in VS Code.

1.5K
Active
TypeScript
Agents & Orchestration
Databases
VS Code
#datascience#jupyter#machine-learning

dair-ai/nlp_paper_summaries

A curated collection of NLP paper summaries for developers interested in natural language processing.

1.5K
Archived
LLM Frameworks
Tutorials & Courses
#nlp#deep-learning#machine-learning

SeldonIO/seldon-server

A machine learning platform and recommendation engine built on Kubernetes for deployment on cloud platforms.

1.5K
Archived
Java
ML Ops
API Frameworks
Kubernetes
#machine-learning#recommendation-engine#kubernetes

pygod-team/pygod

A Python library for graph-based anomaly detection and outlier detection, useful for fraud detection and security applications.

1.5K
Archived
Python
Machine Learning Ops
Security Tools
PyTorch
#anomaly-detection#graph-neural-networks#fraud-detection

igrigorik/decisiontree

An ID3-based implementation of the ML Decision Tree algorithm in Ruby for use in machine learning projects.

1.5K
Archived
Ruby
ML Ops
API Frameworks
Ruby
#decision-tree#machine-learning#ruby

modelfoxdotdev/modelfox

ModelFox makes it easy to train, deploy, and monitor machine learning models.

1.5K
Archived
Rust
MLOps
CLI Tools
#machine-learning#mlops#automl

code-kern-ai/refinery

An open-source tool for scaling, assessing, and maintaining natural language data for AI/ML models.

1.5K
Archived
Python
Data Labeling
Search-as-a-Service
Python
#active-learning#data-labeling#natural-language-processing

GeostatsGuy/PythonNumericalDemos

Python demos for spatial data analytics, geostatistics, and machine learning to support courses.

1.5K
Archived
Jupyter Notebook
Data Analytics
Machine Learning
Jupyter Notebook
#geostatistics#spatial-data#data-science

SciSharp/NumSharp

High-performance N-dimensional tensor computation library for .NET, similar to NumPy for Python.

1.5K
Stable
C#
ML Ops
Databases
#machine-learning#numerical-computing#tensor-operations
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