📈 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.
- Ray (🥇35 · ⭐ 16K · 📈) - An open source framework that provides a simple, universal API for..
Apache-2 - Chainer (🥈32 · ⭐ 5.6K · 📈) - A flexible framework of neural networks for deep learning.
MIT - Datasette (🥇29 · ⭐ 5.2K · 📈) - An open source multi-tool for exploring and publishing data.
Apache-2 - Keras Tuner (🥇29 · ⭐ 2.3K · 📈) - Hyperparameter tuning for humans.
Apache-2 - Jina (🥉28 · ⭐ 7.1K · 📈) - Cloud-native neural search framework for kind of data.
Apache-2 - tesserocr (🥈28 · ⭐ 1.5K · 📈) - A Python wrapper for the tesseract-ocr API.
MIT - TF Model Optimization (🥈28 · ⭐ 1.1K · 📈) - A toolkit to optimize ML models for deployment for..
Apache-2 - PaddleOCR (🥈27 · ⭐ 13K · 📈) - Awesome multilingual OCR toolkits based on PaddlePaddle..
Apache-2 - Sumy (🥈27 · ⭐ 2.6K · 📈) - Module for automatic summarization of text documents and HTML pages.
Apache-2 - bodywork-core (🥉17 · ⭐ 250 · 📈) - MLOps tool for deploying machine learning projects to..
❗️AGPL-3.0
📉 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.
- jax (🥈30 · ⭐ 13K · 📉) - Composable transformations of Python+NumPy programs: differentiate,..
Apache-2 - tensorflow-probability (🥇30 · ⭐ 3.4K · 📉) - Probabilistic reasoning and statistical analysis in..
Apache-2 - xarray (🥈30 · ⭐ 2.1K · 📉) - N-D labeled arrays and datasets in Python.
Apache-2 - PyMC3 (🥇29 · ⭐ 5.9K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and..
Apache-2 - Magenta (🥈26 · ⭐ 17K · 📉) - Magenta: Music and Art Generation with Machine Intelligence.
Apache-2 - Nilearn (🥈26 · ⭐ 750 · 📉) - Machine learning for NeuroImaging in Python.
BSD-3 - T5 (🥉22 · ⭐ 3.5K · 📉) - Code for the paper Exploring the Limits of Transfer Learning with..
Apache-2 - Neural Tangents (🥉19 · ⭐ 1.5K · 📉) - Fast and Easy Infinite Neural Networks in Python.
Apache-2 - iNNvestigate (🥉18 · ⭐ 840 · 📉) - A toolbox to iNNvestigate neural networks' predictions!.
BSD-2 - BioPandas (🥉17 · ⭐ 360 · 📉) - Working with molecular structures in pandas DataFrames.
BSD-3
➕ Added Projects
Projects that were recently added to this best-of list.
- huey (🥈28 · ⭐ 3.6K · ➕) - a little task queue for python.
MIT - mleap (🥈28 · ⭐ 1.3K · ➕) - MLeap: Deploy ML Pipelines to Production.
Apache-2 - BentoML (🥇27 · ⭐ 2.6K · ➕) - Model Serving Made Easy.
Apache-2 - cartopy (🥈27 · ⭐ 880 · ➕) - Cartopy - a cartographic python library with matplotlib support.
❗️LGPL-3.0 - nlpaug (🥈25 · ⭐ 2.2K · ➕) - Data augmentation for NLP.
MIT - deepface (🥈25 · ⭐ 1.8K · ➕) - A Lightweight Deep Face Recognition and Facial Attribute Analysis..
MIT - shapash (🥈25 · ⭐ 1.1K · ➕) - Shapash makes Machine Learning models transparent and..
Apache-2 - pandas-ta (🥉24 · ⭐ 1.4K · ➕) - Technical Analysis Indicators - Pandas TA is an easy to use..
MIT - metrics (🥉24 · ⭐ 360 · ➕) - Machine learning metrics for distributed, scalable PyTorch..
Apache-2 - dbnd (🥉24 · ⭐ 190 · ➕) - DBND is an agile pipeline framework that helps data engineering teams..
Apache-2 - polars (🥉23 · ⭐ 1.9K · ➕) - Fast multi-threaded DataFrame library in Rust and Python.
MIT - arq (🥉23 · ⭐ 840 · ➕) - Fast job queuing and RPC in python with asyncio and redis.
MIT - speechbrain (🥉22 · ⭐ 2.5K · ➕) - A PyTorch-based Speech Toolkit.
Apache-2 - FinRL (🥉22 · ⭐ 2.2K · ➕) - A Deep Reinforcement Learning Library for Automated Trading in..
MIT - accelerate (🥈22 · ⭐ 1.6K · ➕) - A simple way to train and use PyTorch models with..
Apache-2 - PaddleSeg (🥉22 · ⭐ 1.5K · ➕) - End-to-end image segmentation kit based on PaddlePaddle.
Apache-2 - pygraphistry (🥈22 · ⭐ 1.4K · ➕) - PyGraphistry is a Python library to quickly load,..
BSD-3 - jiant (🥉22 · ⭐ 1.3K · ➕) - jiant is an nlp toolkit.
MIT - lightning-flash (🥈22 · ⭐ 790 · 🐣) - Collection of tasks for fast prototyping, baselining,..
Apache-2 - audiomentations (🥉22 · ⭐ 610 · ➕) - A Python library for audio data augmentation. Inspired by..
MIT - english-words (🥉21 · ⭐ 5.3K · 💤) - A text file containing 479k English words for all your..
Unlicense - deep-daze (🥉21 · ⭐ 3.5K · 🐣) - Simple command line tool for text to image generation using..
MIT - layout-parser (🥉21 · ⭐ 2.2K · ➕) - A unified toolkit for Deep Learning Based Document Image..
Apache-2 - vissl (🥉21 · ⭐ 1.8K · ➕) - VISSL is FAIR's library of extensible, modular and scalable..
MIT - Hyperactive (🥉21 · ⭐ 240 · ➕) - A hyperparameter optimization and data collection toolbox for..
MIT - kale (🥉20 · ⭐ 400 · ➕) - Kubeflows superfood for Data Scientists.
Apache-2 - huggingface_hub (🥉20 · ⭐ 150 · ➕) - Client library to download and publish models and..
Apache-2 - graph4nlp (🥉19 · ⭐ 810 · ➕) - Graph4nlp is the library for the easy use of Graph Neural..
Apache-2 - chefboost (🥉19 · ⭐ 260 · ➕) - A Lightweight Decision Tree Framework supporting regular..
MIT - Coqui TTS (🥉18 · ⭐ 1.8K · ➕) - - a deep learning toolkit for Text-to-Speech, battle-..
MPL-2.0 - pytorchvideo (🥉18 · ⭐ 1.5K · 🐣) - A deep learning library for video understanding..
Apache-2 - keepsake (🥉18 · ⭐ 1.5K · ➕) - Version control for machine learning.
Apache-2 - lightseq (🥉18 · ⭐ 1.1K · ➕) - LightSeq: A High Performance Library for Sequence Processing..
Apache-2 - greykite (🥉18 · ⭐ 1.1K · 🐣) - A flexible, intuitive and fast forecasting library.
BSD-2 - responsible-ai-widgets (🥉18 · ⭐ 210 · ➕) - This project provides responsible AI user interfaces..
MIT - AugLy (🥉17 · ⭐ 3.4K · 🐣) - A data augmentations library for audio, image, text, and video.
MIT - DIG (🥉17 · ⭐ 770 · ➕) - A library for graph deep learning research.
❗️GPL-3.0 - nboost (🥉17 · ⭐ 580 · 💤) - NBoost is a scalable, search-api-boosting platform for deploying..
Apache-2 - avalanche (🥉17 · ⭐ 510 · ➕) - Avalanche: an End-to-End Library for Continual Learning.
MIT - carefree-learn (🥇17 · ⭐ 340 · ➕) - Tabular Datasets PyTorch.
MIT - solt (🥉17 · ⭐ 250 · 💀) - Streaming over lightweight data transformations.
MIT - lkpy (🥉17 · ⭐ 170 · ➕) - Python recommendation toolkit.
MIT - textaugment (🥉17 · ⭐ 150 · ➕) - TextAugment: Text Augmentation Library.
MIT - pytorch_tabular (🥉16 · ⭐ 350 · ➕) - A standard framework for modelling Deep Learning..
MIT - TextBox (🥉16 · ⭐ 280 · ➕) - TextBox is an open-source library for building text generation system.
MIT - dstack (🥉16 · ⭐ 180 · ➕) - An open-source tool to rapidly develop data applications with..
Apache-2 - ecco (🥉15 · ⭐ 810 · ➕) - Visualize and explore NLP language models. Ecco creates interactive..
BSD-3 - madgrad (🥉15 · ⭐ 690 · 🐣) - MADGRAD Optimization Method.
MIT - interpret-text (🥉15 · ⭐ 260 · ➕) - A library that incorporates state-of-the-art explainers..
MIT - launchpad (🥉15 · ⭐ 190 · 🐣) - Launchpad is a library that simplifies writing..
Apache-2 - backprop (🥉15 · ⭐ 190 · ➕) - Backprop makes it simple to use, finetune, and deploy state-of-..
Apache-2 - TorchDrift (🥉15 · ⭐ 150 · 🐣) - Drift Detection for your PyTorch Models.
Apache-2 - textflint (🥉14 · ⭐ 470 · 🐣) - Unified Multilingual Robustness Evaluation Toolkit for..
❗️GPL-3.0 - pykale (🥉14 · ⭐ 210 · ➕) - Knowledge-Aware machine LEarning (KALE) from multiple sources in..
MIT - tsaug (🥉14 · ⭐ 200 · 💀) - A Python package for time series augmentation.
Apache-2 - deltapy (🥉13 · ⭐ 360 · ➕) - DeltaPy - Tabular Data Augmentation (by @firmai).
MIT - numerizer (🥉13 · ⭐ 110 · ➕) - A Python module to convert natural language numerics into ints and..
MIT - nylon (🥉13 · ⭐ 59 · 🐣) - An intelligent, flexible grammar of machine learning.
MIT - BLINK (🥉12 · ⭐ 660 · ➕) - Entity Linker solution.
MIT - fastT5 (🥉12 · ⭐ 170 · 🐣) - boost inference speed of T5 models by 5x & reduce the model size..
Apache-2 - autodist (🥉12 · ⭐ 99 · ➕) - Simple Distributed Deep Learning on TensorFlow.
Apache-2 - spacy-dbpedia-spotlight (🥉12 · ⭐ 34 · ➕) - A spaCy wrapper for DBpedia Spotlight.
MITspacy - model_search (🥉11 · ⭐ 3.1K · 🐣) - AutoML algorithms for model architecture search at scale.
Apache-2 - Maze (🥉11 · ⭐ 140 · 🐣) - Maze Applied Reinforcement Learning Framework.
❗️Custom - Lea (🥉10 · 💤) - Discrete probability distributions in Python.
❗️GPL-3.0