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lanpa/tensorboardX

tensorboardX provides a PyTorch-friendly interface to TensorBoard, a popular visualization tool for machine learning.

8.0K
Stable
Python
Visualization
CLI Tools
PyTorch
#machine-learning#visualization#tensorboard

py-why/dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions.

8.0K
Active
Python
Causal Inference
Databases
Python3
#causal-inference#causal-models#bayesian-networks

LibrePhotos/librephotos

A self-hosted, open-source photo management service built with Python and Django.

7.9K
Active
Python
API Frameworks
Databases
Django
#photo-management#exif#machine-learning

jessevig/bertviz

BertViz is a Python library for visualizing attention in transformer models like BERT, GPT-2, and RoBERTa.

7.9K
Active
Python
Visualization
Visualization
PyTorch
#nlp#transformer#attention-visualization

alirezadir/Machine-Learning-Interviews

A guide for preparing for technical interviews in machine learning and AI topics.

7.9K
Stable
Jupyter Notebook
Machine Learning Algorithms
Interview Prep
#machine-learning#ai#interview-preparation

deeplearning-ai/machine-learning-yearning-cn

A Chinese translation of Machine Learning Yearning, a book by Andrew Ng on best practices for machine learning projects.

7.9K
Archived
CSS
LLM Frameworks
Books & Guides
#machine-learning#deep-learning#andrew-ng

mrdbourke/machine-learning-roadmap

A comprehensive roadmap for learning essential machine learning concepts and tools.

7.8K
Archived
Machine Learning Ops
Tutorials & Courses
#machine-learning#data-science#deep-learning

stanfordnlp/stanza

A powerful Python NLP library for tokenization, sentence segmentation, named entity recognition, and parsing of many languages.

7.7K
Active
Python
NLP Frameworks
API Frameworks
PyTorch
#natural-language-processing#machine-learning#deep-learning

alteryx/featuretools

An open-source Python library for automated feature engineering in machine learning.

7.6K
Active
Python
Automated Machine Learning
ETL & Pipelines
Python
#automated-feature-engineering#machine-learning#data-science

ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide

A detailed guide for undergraduate students or anyone wanting to dive into the field of AI with a solid foundation.

7.6K
Archived
Learning & Education
Books & Guides
#ai#machine-learning#deep-learning

MingchaoZhu/DeepLearning

This Python repository provides a deep dive into the math, principles, and code behind the 'Deep Learning' book, a.k.a. the 'Deep Learning Bible'.

7.6K
Archived
Python
LLM Frameworks
Books & Guides
Python
#deep-learning#machine-learning#python

h2oai/h2o-3

An open-source, distributed machine learning platform with support for various algorithms and autoML.

7.5K
Active
Jupyter Notebook
ML Ops
Databases
#machine-learning#automl#distributed

wiseodd/generative-models

A collection of generative machine learning models like GANs and VAEs in PyTorch and TensorFlow.

7.5K
Archived
Python
ML Ops
Computer Vision
PyTorch
#generative-models#gan#vae

awslabs/agent-squad

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

7.5K
Active
Python
Agents & Orchestration
AI Agents
AWS
#agentic-ai#ai-agents#ai-agents-framework

firmai/industry-machine-learning

A curated collection of practical machine learning and data science notebooks and libraries across different industries.

7.4K
Archived
Jupyter Notebook
Machine Learning Ops
Databases
Jupyter Notebook
#data-science#machine-learning#jupyter-notebook

MaartenGr/BERTopic

A Python library for easily creating interpretable topics from text data using BERT and c-TF-IDF.

7.4K
Active
Python
LLM Frameworks
API Frameworks
Python
#bert#topic-modeling#nlp

Visualize-ML/Book3_Elements-of-Mathematics

This GitHub repository is a book on the fundamentals of mathematics, covering topics from basic arithmetic to machine learning, written for developers interested in AI tools and applications.

7.4K
Stable
Jupyter Notebook
LLM Frameworks
Books & Guides
Jupyter Notebook
#machine-learning#mathematics#data-science

PAIR-code/facets

Facets is a set of data visualization tools for machine learning datasets, helping developers explore and understand their data.

7.4K
Archived
Jupyter Notebook
Data Visualization
Frontend Frameworks
Jupyter Notebook
#data-visualization#machine-learning#jupyter-notebook

google-deepmind/lab

A customizable 3D platform for agent-based AI research and development.

7.3K
Archived
C
Agents & Orchestration
Computer Vision
C
#artificial-intelligence#deep-learning#machine-learning

evidentlyai/evidently

Evidently is an open-source ML and LLM observability framework to evaluate, test, and monitor AI-powered systems.

7.3K
Active
Jupyter Notebook
MLOps
Data Validation
Jupyter Notebook
#data-quality#data-validation#model-monitoring
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