Update: 2024.02.08

📈 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.

• Keras (🥇47 · ⭐ 60K · 📈) - Deep Learning for humans. Apache-2
• CuPy (🥇38 · ⭐ 7.5K · 📈) - NumPy & SciPy for GPU. MIT
• DeepSpeech (🥈34 · ⭐ 24K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• UMAP (🥈33 · ⭐ 6.8K · 📈) - Uniform Manifold Approximation and Projection. BSD-3
• Tesseract (🥈33 · ⭐ 5.3K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• ftfy (🥈32 · ⭐ 3.7K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
• langid (🥈28 · ⭐ 2.2K · 💀) - Stand-alone language identification system. BSD-3
• FARM (🥈27 · ⭐ 1.7K · 💀) - Fast & easy transfer learning for NLP. Harvesting language.. Apache-2
• sklearn-evaluation (🥉19 · ⭐ 430 · 💀) - Machine learning model evaluation made easy: plots,.. MIT
• atspy (🥉15 · ⭐ 500 · 💀) - AtsPy: Automated Time Series Models in Python (by @firmai). 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.

• agate (🥈30 · ⭐ 1.2K · 📉) - A Python data analysis library that is optimized for humans instead of.. MIT
• Neural Network Libraries (🥉26 · ⭐ 2.7K · 📉) - Neural Network Libraries. Apache-2
• python-soundfile (🥉26 · ⭐ 640 · 📉) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• snowballstemmer (🥉25 · ⭐ 710 · 📉) - Snowball compiler and stemming algorithms. BSD-3
• english-words (🥉24 · ⭐ 9.8K · 💀) - A text file containing 479k English words for all your.. Unlicense
• EfficientNet-PyTorch (🥉22 · ⭐ 7.7K · 💀) - A PyTorch implementation of EfficientNet and.. Apache-2
• AugLy (🥉22 · ⭐ 4.9K · 📉) - A data augmentations library for audio, image, text, and video. ❗Unlicensed
• Keras-Preprocessing (🥉22 · ⭐ 1K · 💀) - Utilities for working with image data, text data, and.. ❗Unlicensed
• gmaps (🥉20 · ⭐ 760 · 💀) - Google maps for Jupyter notebooks. BSD-3
• tinytag (🥉18 · ⭐ 650 · 📉) - Read audio and music meta data and duration of MP3, OGG, OPUS, MP4,.. MIT

➕ Added Projects

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

• nanodl (🥉11 · ⭐ 35 · 🐣) - A Jax-based library for designing and training transformer models.. MIT