16,815 dependents
| Package | Description | Downloads/month |
|---|---|---|
| The open source AI engineering platform for agents, LLMs, and ML models. MLflow ... | 36M | |
| State-of-the-Art Text Embeddings | 25.7M | |
| A game theoretic approach to explain the output of any machine learning model. | 14.5M | |
| skops is a Python library helping you share your scikit-learn based models and p... | 13.9M | |
| A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning | 13.2M | |
| Python library for audio and music analysis | 9.7M | |
| A Python nearest neighbor descent for approximate nearest neighbors | 6.9M | |
| Uniform Manifold Approximation and Projection | 6.8M | |
| A statistical library designed to fill the void in Python's time series analysis... | 3.4M | |
| A package for encoding categorical variables for machine learning | 2.9M | |
| MLeap: Deploy ML Pipelines to Production | 2.8M | |
| MTEB: Massive Text Embedding Benchmark | 2.7M | |
| A Python library for anomaly detection across tabular, time series, graph, text,... | 2.7M | |
| A high performance implementation of HDBSCAN clustering. | 2.3M | |
| Semantic link for Microsoft Fabric | 2.3M | |
| propensity score matching in python | 2.2M | |
| A Python package for modular causal inference analysis and model evaluations | 2.2M | |
| AI Observability & Evaluation | 2.2M | |
| A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker... | 2.1M | |
| Ease multi-version support for scikit-learn compatible library | 1.8M | |
| Open3D: A Modern Library for 3D Data Processing | 1.7M | |
| Bayesian Optimization package | 1.4M | |
| A framework for few-shot evaluation of language models. | 1.4M | |
| Convert scikit-learn models and pipelines to ONNX | 1.4M | |
| Fast and Accurate ML in 3 Lines of Code | 1.3M | |
| A unified framework for machine learning with time series | 1.2M | |
| Fast and Accurate ML in 3 Lines of Code | 1.2M | |
| Evidently is an open-source ML and LLM observability framework. Evaluate, test... | 1.2M | |
| Fast and Accurate ML in 3 Lines of Code | 1.1M | |
| A library of extension and helper modules for Python's data analysis and machine... | 1.1M | |
| Fast and Accurate ML in 3 Lines of Code | 1.1M | |
| Data Insights Library for Amazon SageMaker. | 1.1M | |
| A highly efficient implementation of Gaussian Processes in PyTorch | 1.1M | |
| The fastai deep learning library | 994K | |
| Scalable machine 🤖 learning for time series forecasting. | 978K | |
| Fit interpretable models. Explain blackbox machine learning. | 957K | |
| Chronos: Pretrained Models for Time Series Forecasting | 928K | |
| Fast and Accurate ML in 3 Lines of Code | 859K | |
| Sequential model-based optimization with a `scipy.optimize` interface | 848K | |
| Classification schemes for choropleth mapping. | 816K | |
| Single-cell analysis in Python. Scales to >100M cells. | 815K | |
| A scalable generative AI framework built for researchers and developers working ... | 798K | |
| Hidden Markov Models in Python, with scikit-learn like API | 793K | |
| The machine learning client library that is used for interacting with Snowflake ... | 708K | |
| Minimal keyword extraction with BERT | 699K | |
| Data mining for materials science | 679K | |
| ALICE (Automated Learning and Intelligence for Causation and Economics) is a Mic... | 603K | |
| Quick Uncertainty and Entropy from STructural Similarity | 588K | |
| scikit-learn inspired API for CRFsuite | 578K | |
| Convert PDF to markdown + JSON quickly with high accuracy | 566K |
