Update: 2024.11.07

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• Gradio (🥇44 · ⭐ 34K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• pyecharts (🥈38 · ⭐ 15K · 📈) - Python Echarts Plotting Library. MIT
• PennyLane (🥇37 · ⭐ 2.3K · 📈) - PennyLane is a cross-platform Python library for quantum.. Apache-2
• Nilearn (🥇37 · ⭐ 1.2K · 📈) - Machine learning for NeuroImaging in Python. BSD-3
• AutoGluon (🥇36 · ⭐ 8K · 📈) - Fast and Accurate ML in 3 Lines of Code. Apache-2
• NIPYPE (🥈36 · ⭐ 750 · 📈) - Workflows and interfaces for neuroimaging packages. Apache-2
• PML (🥇34 · ⭐ 6K · 📈) - The easiest way to use deep metric learning in your application... MIT
• MLxtend (🥇34 · ⭐ 4.9K · 📈) - A library of extension and helper modules for Pythons data.. BSD-3
• skforecast (🥈31 · ⭐ 1.1K · 📈) - Time series forecasting with machine learning models. BSD-3
• lazypredict (🥈30 · ⭐ 3K · 📈) - Lazy Predict help build a lot of basic models without much.. MIT

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• Seaborn (🥇41 · ⭐ 13K · 📉) - Statistical data visualization in Python. BSD-3
• MoviePy (🥈37 · ⭐ 13K · 📉) - Video editing with Python. MIT
• jieba (🥇36 · ⭐ 33K · 💀) - Chinese Words Segmentation Utilities. MIT
• MMDetection (🥈36 · ⭐ 30K · 💤) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• CuPy (🥈27 · ⭐ 8.1K · 📉) - NumPy & SciPy for GPU. MIT
• CLTK (🥉27 · ⭐ 840 · 📉) - The Classical Language Toolkit. MIT
• pygal (🥈26 · ⭐ 2.7K · 📉) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
• miceforest (🥈22 · ⭐ 350 · 📉) - Multiple Imputation with LightGBM in Python. MIT
• pycls (🥉18 · ⭐ 2.1K · 💀) - Codebase for Image Classification Research, written in PyTorch. MIT
• Auto TS (🥉18 · ⭐ 730 · 📉) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2

➕ Added Projects

Projects that were recently added to this best-of list.

• TorchUncertainty (🥉22 · ⭐ 300 · ➕) - Open-source framework for uncertainty and deep.. Apache-2