📈 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.
- networkx (🥇45 · ⭐ 11K · 📈) - Network Analysis in Python.
BSD-3 - folium (🥇36 · ⭐ 5.8K · 📈) - Python Data. Leaflet.js Maps.
MIT - yfinance (🥇35 · ⭐ 7.2K · 📈) - Download market data from Yahoo! Finances API.
Apache-2 - Netron (🥇34 · ⭐ 19K · 📈) - Visualizer for neural network, deep learning, and machine..
MIT - Autograd (🥇34 · ⭐ 5.8K · 📈) - Efficiently computes derivatives of numpy code.
MIT - Annoy (🥈33 · ⭐ 10K · 📈) - Approximate Nearest Neighbors in C++/Python optimized for memory..
Apache-2 - datashader (🥈33 · ⭐ 2.8K · 📈) - Quickly and accurately render even the largest data.
BSD-3 - PaddleHub (🥈32 · ⭐ 8.1K · 📈) - Awesome pre-trained models toolkit based on..
Apache-2 - agate (🥈31 · ⭐ 1.1K · 💤) - A Python data analysis library that is optimized for humans instead of..
MIT - yellowbrick (🥈30 · ⭐ 3.6K · 📈) - Visual analysis and diagnostic tools to facilitate..
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📉 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.
- PyMC3 (🥇39 · ⭐ 6.7K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and..
Apache-2 - PaddleOCR (🥇37 · ⭐ 23K · 📉) - Awesome multilingual OCR toolkits based on PaddlePaddle..
Apache-2 - PyTorch Image Models (🥇37 · ⭐ 19K · 📉) - PyTorch image models, scripts, pretrained weights --..
Apache-2 - Milvus (🥇37 · ⭐ 11K · 📉) - Vector database for scalable similarity search and AI applications.
Apache-2 - stanza (🥈35 · ⭐ 6.2K · 📉) - Official Stanford NLP Python Library for Many Human Languages.
Apache-2 - wandb client (🥈35 · ⭐ 4K · 📉) - A tool for visualizing and tracking your machine learning..
MIT - tensorboardX (🥈34 · ⭐ 7.4K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...).
MIT - Face Recognition (🥈33 · ⭐ 45K · 📉) - The worlds simplest facial recognition api for Python..
MIT - category_encoders (🥈33 · ⭐ 2K · 📉) - A library of sklearn compatible categorical variable..
BSD-3 - TensorForce (🥉24 · ⭐ 3.1K · 📉) - Tensorforce: a TensorFlow library for applied..
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➕ Added Projects
Projects that were recently added to this best-of list.
- ivy (🥉31 · ⭐ 2.6K · ➕) - The Unified Machine Learning Framework.
Apache-2 - mpld3 (🥉29 · ⭐ 2.2K · ➕) - D3 Renderings of Matplotlib Graphics.
BSD-3 - ColossalAI (🥉26 · ⭐ 4K · ➕) - Colossal-AI: A Unified Deep Learning System for Big Model Era.
Apache-2 - uber/orbit (🥈26 · ⭐ 1.4K · ➕) - A Python package for Bayesian forecasting with object-..
Apache-2 - DeepKE (🥉25 · ⭐ 1.2K · ➕) - An Open Toolkit for Knowledge Graph Extraction and Construction.
MIT - doctr (🥉25 · ⭐ 1.1K · ➕) - docTR (Document Text Recognition) - a seamless, high-..
Apache-2 - hls4ml (🥉25 · ⭐ 660 · ➕) - Machine learning on FPGAs using HLS.
Apache-2 - torchrec (🥉24 · ⭐ 1K · ➕) - Pytorch domain library for recommendation systems.
BSD-3 - evaluate (🥉24 · ⭐ 760 · 🐣) - A library for easily evaluating machine learning models and..
Apache-2 - optimum (🥈24 · ⭐ 560 · ➕) - Accelerate training and inference of Transformers with easy to..
Apache-2 - kubric (🥉23 · ⭐ 1.5K · ➕) - A data generation pipeline for creating semi-realistic synthetic..
Apache-2 - Merlin (🥉22 · ⭐ 260 · ➕) - NVIDIA Merlin is an open source library providing end-to-end GPU-..
Apache-2 - promptsource (🥉21 · ⭐ 670 · ➕) - Toolkit for creating, sharing and using natural language..
Apache-2 - PipelineDP (🥉21 · ⭐ 220 · ➕) - PipelineDP is a Python framework for applying differentially..
Apache-2 - ffcv (🥉19 · ⭐ 2.1K · ➕) - FFCV: Fast Forward Computer Vision (and other ML workloads!).
Apache-2 - anomalib (🥉19 · ⭐ 900 · ➕) - An anomaly detection library comprising state-of-the-art..
Apache-2 - evojax (🥉19 · ⭐ 490 · 🐣) - EvoJAX: Hardware-accelerated Neuroevolution.
Apache-2 - Quantus (🥉18 · ⭐ 200 · ➕) - Quantus is an eXplainable AI toolkit for responsible..
❗️CC-BY-NC-SA-3.0 - OMLT (🥉18 · ⭐ 130 · ➕) - Represent trained machine learning models as Pyomo optimization..
BSD-3 - metricflow (🥉17 · ⭐ 610 · 🐣) - MetricFlow allows you to define, build, and maintain..
❗️AGPL-3.0 - bluefog (🥉17 · ⭐ 260 · ➕) - Distributed and decentralized training framework for PyTorch..
Apache-2 - pymdp (🥉17 · ⭐ 180 · ➕) - A Python implementation of active inference for Markov Decision Processes.
MIT - modelkit (🥉17 · ⭐ 120 · ➕) - Toolkit for developing and maintaining ML models.
MIT - vegafusion (🥉17 · ⭐ 76 · ➕) - Serverside acceleration for the Vega visualization grammar.
❗️AGPL-3.0 - shap-hypetune (🥉16 · ⭐ 320 · ➕) - A python package for simultaneous Hyperparameters Tuning and..
MIT - benchmark_VAE (🥉15 · ⭐ 340 · ➕) - Unifying Generative Autoencoder implementations in..
Apache-2 - moolib (🥉11 · ⭐ 330 · ➕) - A library for distributed ML training with PyTorch.
MIT - ml-ane-transformers (🥉9 · ⭐ 420 · ➕) - Reference implementation of the Transformer..
❗Unlicensed - textlesslib (🥉8 · ⭐ 350 · 🐣) - Library for Textless Spoken Language Processing.
MIT