Machine Learning
1,193 items from josephmisiti/awesome-machine-learning ★74,572
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MXNet github.com
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, JavaScript and more. website
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CNTK github.com
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. [Boost]
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dvc github.com
Data Version Control | Git for Data & Models | ML Experiments Management.
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Polyaxon github.com
A platform for reproducible and scalable machine learning and deep learning.
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albumentations github.com
Fast image augmentation library and easy-to-use wrapper around other libraries.
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sympy github.com
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TensorWatch github.com
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annoy github.com
is a C++ library with Python bindings to search for points in space that are close to a given query point. It also creates large read-only file-based data structures that are mmapped into memory so that many processes may share the same data.
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stable-baselines3 github.com
A set of improved implementations of reinforcement learning algorithms based on OpenAI Baselines.
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Shogun github.com
Machine learning toolbox.
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gymnasium github.com
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym).
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keras github.com
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statsmodels github.com
Statistical modeling and econometrics in Python.
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natural github.com
Natural language facility.
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sktime github.com
A unified framework for machine learning with time series.
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Karate Club github.com
An unsupervised machine learning library for graph-structured data.
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MindsDB github.com
In-database Machine Learning.
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jieba github.com
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detectron2 github.com
A next-generation research platform for object detection and segmentation.
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spacy github.com
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evidently github.com
Evaluate and monitor ML models from validation to production.
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ORYX github.com
Lambda architecture platform built on Apache Spark and Apache Kafka with specialization for real-time large scale machine learning.
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PyTorch Lightning github.com
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
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Feast github.com
A feature store for the management, discovery, and access of machine learning features. Feast provides a consistent view of feature data for both model training and model serving.
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CCV github.com
C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library. [BSD]
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scikit-opt github.com
Heuristic Algorithms for optimization.
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Fastai github.com
The fastai library simplifies training fast and accurate neural nets using modern best practices.
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DEAP github.com
Distributed Evolutionary Algorithms in Python.
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Aim github.com
open-source AI metadata tracker for experiments and training runs.
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darknet github.com
Open source neural network framework written in C and CUDA. [PublicDomain] website
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promptfoo github.com
Open-source framework for testing and red teaming LLM applications. Compare prompts, test RAG architectures, run multi-turn adversarial attacks, and catch security vulnerabilities with CI/CD integration.
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Pydata book github.com
"Python for Data Analysis" book third edition (see https://wesmckinney.com/book/).
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PyTorch Geometric github.com
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MLxtend github.com
Extension and helper modules for Python's data analysis and machine learning libraries.
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Microsoft Recommenders github.com
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Rasa github.com
Open-source machine learning framework to automate text-and voice-based conversations.
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zipline github.com
A python algorithmic trading library.
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Infinity github.com
The AI-native database built for LLM applications, providing incredibly fast vector and full-text search. [Apache2]
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Awesome NLP with Ruby github.com
A curated list of resources dedicated to Natural Language Processing and text processing for Ruby.
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deepchecks github.com
Validation & testing of ML models and data during model development, deployment, and production.
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burn github.com
A Flexible and Comprehensive Deep Learning Framework.
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Kaldi github.com
Toolkit for speech recognition. [Apache]
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Optuna github.com
A hyperparameter optimization framework.
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Brain.js github.com
Machine-learning framework.
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Deeplearning4j github.com
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pgmpy github.com
A python library for working with Probabilistic Graphical Models.
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xLearn github.com
High Performance, Easy-to-use, and Scalable Machine Learning Package.
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StellarGraph github.com
Machine Learning on Graphs.
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pytorch_geometric_temporal github.com
Temporal Extension Library for PyTorch Geometric.
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Lime github.com
Explaining the predictions of any machine learning classifier.
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