Update: 2023.03.09

📈 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.

• torchvision (🥇42 · ⭐ 13K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• CuPy (🥇38 · ⭐ 6.7K · 📈) - NumPy & SciPy for GPU. MIT
• GeoPandas (🥇38 · ⭐ 3.6K · 📈) - Python tools for geographic data. BSD-3
• PyQtGraph (🥈36 · ⭐ 3.1K · 📈) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• tinygrad (🥈28 · ⭐ 11K · 📈) - You like pytorch? You like micrograd? You love tinygrad!. MIT
• AmpliGraph (🥈28 · ⭐ 1.9K · 📈) - Python library for Representation Learning on Knowledge.. Apache-2
• ffcv (🥉26 · ⭐ 2.4K · 📈) - FFCV: Fast Forward Computer Vision (and other ML workloads!). Apache-2
• GPyOpt (🥈26 · ⭐ 860 · 📈) - Gaussian Process Optimization using GPy. BSD-3
• Auto ViML (🥉23 · ⭐ 420 · 📈) - Automatically Build Multiple ML Models with a Single Line of.. Apache-2
• igel (🥉20 · ⭐ 3K · 💀) - a delightful machine learning tool that allows you to train, test, and use.. 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.

• nltk (🥇44 · ⭐ 12K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• Shapely (🥈37 · ⭐ 3.2K · 📉) - Manipulation and analysis of geometric objects. BSD-3
• Fiona (🥈35 · ⭐ 1K · 📉) - Fiona reads and writes geographic data files. BSD-3
• imbalanced-learn (🥇34 · ⭐ 6.3K · 📉) - A Python Package to Tackle the Curse of Imbalanced.. MIT
• AzureML SDK (🥈34 · ⭐ 3.6K · 📉) - Python notebooks with ML and deep learning examples with Azure.. MIT
• PennyLane (🥈31 · ⭐ 1.7K · 📉) - PennyLane is a cross-platform Python library for.. Apache-2
• ArcGIS API (🥉31 · ⭐ 1.5K · 📉) - Documentation and samples for ArcGIS API for Python. Apache-2
• SALib (🥈31 · ⭐ 690 · 📉) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST,.. MIT
• Model Analysis (🥈30 · ⭐ 1.2K · 📉) - Model analysis tools for TensorFlow. Apache-2
• Merlin (🥉23 · ⭐ 470 · 📉) - NVIDIA Merlin is an open source library providing end-to-end GPU-.. Apache-2

Update: 2023.03.02

📈 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.

• scikit-image (🥇44 · ⭐ 5.3K · 📈) - Image processing in Python. BSD-2
• pytorch-lightning (🥈42 · ⭐ 22K · 📈) - Deep learning framework to train, deploy, and ship AI.. Apache-2
• Fastai (🥈40 · ⭐ 23K · 📈) - The fastai deep learning library. Apache-2
• Kornia (🥈36 · ⭐ 7.8K · 📈) - Open Source Differentiable Computer Vision Library. Apache-2
• MindsDB (🥈35 · ⭐ 14K · 📈) - In-Database Machine Learning. ❗️GPL-3.0
• Prince (🥈28 · ⭐ 940 · 📈) - Multivariate exploratory data analysis in Python: PCA, CA, MCA,.. MIT
• DeepVariant (🥉27 · ⭐ 2.7K · 📈) - DeepVariant is an analysis pipeline that uses a deep.. BSD-3
• minisom (🥉27 · ⭐ 1.2K · 📈) - MiniSom is a minimalistic implementation of the Self.. ❗️CC-BY-3.0
• pymap3d (🥉25 · ⭐ 300 · 📈) - pure-Python (Numpy optional) 3D coordinate conversions for geospace.. BSD-2
• TSFEL (🥉23 · ⭐ 620 · 📈) - An intuitive library to extract features from time series. BSD-3

📉 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.

• Ray (🥇44 · ⭐ 24K · 📉) - Ray is a unified framework for scaling AI and Python applications. Ray.. Apache-2
• Theano (🥈37 · ⭐ 9.7K · 📉) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• SageMaker SDK (🥈37 · ⭐ 1.8K · 📉) - A library for training and deploying machine learning.. Apache-2
• carla (🥇36 · ⭐ 8.9K · 📉) - Open-source simulator for autonomous driving research. MIT
• gpustat (🥈28 · ⭐ 3.3K · 📉) - A simple command-line utility for querying and monitoring GPU status. MIT
• SciSpacy (🥈27 · ⭐ 1.3K · 📉) - A full spaCy pipeline and models for scientific/biomedical.. Apache-2
• CuPy (🥉25 · ⭐ 6.7K · 📉) - NumPy & SciPy for GPU. MIT
• GPyOpt (🥈24 · ⭐ 860 · 📉) - Gaussian Process Optimization using GPy. BSD-3
• analytics-zoo (🥉22 · ⭐ 2.6K · 📉) - Distributed Tensorflow, Keras and PyTorch on Apache.. Apache-2
• Julius (🥉18 · ⭐ 320 · 📉) - Fast PyTorch based DSP for audio and 1D signals. MIT

Update: 2023.02.23

📈 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.

• SymPy (🥇46 · ⭐ 10K · 📈) - A computer algebra system written in pure Python. BSD-3
• nltk (🥇45 · ⭐ 12K · 📈) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• Gradio (🥇38 · ⭐ 13K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• sktime (🥇37 · ⭐ 6.2K · 📈) - A unified framework for machine learning with time series. BSD-3
• pythreejs (🥉29 · ⭐ 850 · 📈) - A Jupyter - Three.js bridge. BSD-3
• lazypredict (🥈27 · ⭐ 1.8K · 📈) - Lazy Predict help build a lot of basic models without much.. MIT
• PyText (🥉25 · ⭐ 6.4K · 📈) - A natural language modeling framework based on PyTorch. BSD-3
• equinox (🥇24 · ⭐ 990 · 📈) - Elegant easy-to-use neural networks in JAX... Apache-2
• somoclu (🥉21 · ⭐ 240 · 📈) - Massively parallel self-organizing maps: accelerate training on.. MIT
• recmetrics (🥉20 · ⭐ 480 · 📈) - A library of metrics for evaluating recommender systems. 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.

• jax (🥈43 · ⭐ 22K · 📉) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• yfinance (🥇39 · ⭐ 9K · 📉) - Download market data from Yahoo! Finances API. Apache-2
• PaddleOCR (🥇35 · ⭐ 28K · 📉) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• NNI (🥇35 · ⭐ 13K · 📉) - An open source AutoML toolkit for automate machine learning lifecycle,.. MIT
• sentence-transformers (🥈35 · ⭐ 9.5K · 📉) - Multilingual Sentence & Image Embeddings with BERT. Apache-2
• DeepSpeech (🥈33 · ⭐ 21K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• MindsDB (🥈33 · ⭐ 14K · 📉) - In-Database Machine Learning. ❗️GPL-3.0
• ART (🥇33 · ⭐ 3.5K · 📉) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
• auto-sklearn (🥈31 · ⭐ 6.7K · 📉) - Automated Machine Learning with scikit-learn. BSD-3
• Maze (🥉13 · ⭐ 220 · 📉) - Maze Applied Reinforcement Learning Framework. ❗️Custom

Update: 2023.02.16

📈 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.

• wandb client (🥇39 · ⭐ 5.5K · 📈) - A tool for visualizing and tracking your machine learning.. MIT
• Flax (🥈37 · ⭐ 4K · 📈) - Flax is a neural network library for JAX that is designed for.. Apache-2
• DeepSpeech (🥇34 · ⭐ 21K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• pyLDAvis (🥇33 · ⭐ 1.7K · 📈) - Python library for interactive topic model visualization... BSD-3
• ColossalAI (🥈31 · ⭐ 12K · 📈) - Making big AI models cheaper, easier, and more scalable. Apache-2
• mpld3 (🥈31 · ⭐ 2.2K · 📈) - D3 Renderings of Matplotlib Graphics. BSD-3
• python-soundfile (🥈31 · ⭐ 520 · 📈) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• Spektral (🥈28 · ⭐ 2.2K · 📈) - Graph Neural Networks with Keras and Tensorflow 2. MIT
• prettymaps (🥉24 · ⭐ 9.1K · 📈) - A small set of Python functions to draw pretty maps from.. ❗️AGPL-3.0
• Submit it (🥉23 · ⭐ 780 · 📈) - Python 3.6+ toolbox for submitting jobs to Slurm. 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.

• SymPy (🥇45 · ⭐ 10K · 📉) - A computer algebra system written in pure Python. BSD-3
• folium (🥇39 · ⭐ 6.1K · 📉) - Python Data. Leaflet.js Maps. MIT
• Gradio (🥇37 · ⭐ 13K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
• geopy (🥈35 · ⭐ 3.9K · 📉) - Geocoding library for Python. MIT
• EasyOCR (🥇34 · ⭐ 17K · 📉) - Ready-to-use OCR with 80+ supported languages and all popular.. Apache-2
• OpenNMT (🥈33 · ⭐ 5.9K · 📉) - Open Source Neural Machine Translation in PyTorch. MIT
• ivy (🥉32 · ⭐ 9K · 📉) - The Unified Machine Learning Framework. Apache-2
• Recommenders (🥇31 · ⭐ 15K · 📉) - Best Practices on Recommendation Systems. MIT
• pymap3d (🥉23 · ⭐ 300 · 📉) - pure-Python (Numpy optional) 3D coordinate conversions for geospace.. BSD-2
• Studio.ml (🥉19 · ⭐ 380 · 📉) - Studio: Simplify and expedite model building process. Apache-2

Update: 2023.02.09

📈 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 (🥇38 · ⭐ 12K · 📈) - Wrap UIs around any model, share with anyone. Apache-2
• OCRmyPDF (🥈32 · ⭐ 8.2K · 📈) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing.. MPL-2.0
• FinRL (🥇31 · ⭐ 6.7K · 📈) - FinRL: Financial Reinforcement Learning. MIT
• Coqui TTS (🥈30 · ⭐ 8.1K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• hnswlib (🥈30 · ⭐ 2.3K · 📈) - Header-only C++/python library for fast approximate nearest.. Apache-2
• audioread (🥈28 · ⭐ 420 · 📈) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT
• TFEncrypted (🥉26 · ⭐ 1.1K · 📈) - A Framework for Encrypted Machine Learning in.. Apache-2
• HiPlot (🥉25 · ⭐ 2.4K · 📈) - HiPlot makes understanding high dimensional data easy. MIT
• OpenPrompt (🥉24 · ⭐ 2.4K · 📈) - An Open-Source Framework for Prompt-Learning. Apache-2
• DiCE (🥉22 · ⭐ 1K · 📈) - Generate Diverse Counterfactual Explanations for any machine.. 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.

• nltk (🥇44 · ⭐ 11K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• Altair (🥇40 · ⭐ 8K · 📉) - Declarative statistical visualization library for Python. BSD-3
• Rasterio (🥈37 · ⭐ 1.9K · 📉) - Rasterio reads and writes geospatial raster datasets. BSD-3
• Flax (🥈35 · ⭐ 4K · 📉) - Flax is a neural network library for JAX that is designed for.. Apache-2
• FiftyOne (🥈35 · ⭐ 2.5K · 📉) - Visualize, create, and debug image and video datasets.. Apache-2
• PaddleHub (🥇34 · ⭐ 11K · 📉) - Awesome pre-trained models toolkit based on PaddlePaddle... Apache-2
• einops (🥈33 · ⭐ 6.3K · 📉) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
• DeepSpeech (🥉21 · ⭐ 21K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• prettymaps (🥉21 · ⭐ 9K · 📉) - A small set of Python functions to draw pretty maps from.. ❗️AGPL-3.0
• parallelformers (🥉16 · ⭐ 590 · 💤) - Parallelformers: An Efficient Model Parallelization.. Apache-2

Update: 2023.02.02

📈 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 (🥇45 · ⭐ 57K · 📈) - Deep Learning for humans. Apache-2
• nltk (🥇45 · ⭐ 11K · 📈) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• Altair (🥇41 · ⭐ 8K · 📈) - Declarative statistical visualization library for Python. BSD-3
• yfinance (🥇40 · ⭐ 8.8K · 📈) - Download market data from Yahoo! Finances API. Apache-2
• CuPy (🥇38 · ⭐ 6.6K · 📈) - NumPy & SciPy for GPU. MIT
• HoloViews (🥈36 · ⭐ 2.4K · 📈) - With Holoviews, your data visualizes itself. BSD-3
• DeepSpeech (🥇34 · ⭐ 21K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• Facets Overview (🥉29 · ⭐ 7.1K · 📈) - Visualizations for machine learning datasets. Apache-2
• Fairness 360 (🥈28 · ⭐ 1.9K · 📈) - A comprehensive set of fairness metrics for datasets and.. Apache-2
• sklearn-evaluation (🥉22 · ⭐ 360 · 🐣) - Machine learning model evaluation made easy: plots,.. 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.

• GeoPandas (🥈37 · ⭐ 3.5K · 📉) - Python tools for geographic data. BSD-3
• PaddleOCR (🥇36 · ⭐ 28K · 📉) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• pandas-profiling (🥈36 · ⭐ 10K · 📉) - Create HTML profiling reports from pandas DataFrame.. MIT
• ChatterBot (🥇35 · ⭐ 13K · 💀) - ChatterBot is a machine learning, conversational dialog engine.. BSD-3
• AllenNLP (🥇35 · ⭐ 11K · 📉) - An open-source NLP research library, built on PyTorch. Apache-2
• scikit-surprise (🥈27 · ⭐ 5.7K · 📉) - A Python scikit for building and analyzing recommender.. BSD-3
• audioread (🥉26 · ⭐ 420 · 📉) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT
• PyStan (🥉25 · ⭐ 240 · 📉) - PyStan, a Python interface to Stan, a platform for statistical.. ISC
• HiPlot (🥉23 · ⭐ 2.4K · 📉) - HiPlot makes understanding high dimensional data easy. MIT
• NeuroNER (🥉17 · ⭐ 1.6K · 💀) - Named-entity recognition using neural networks. Easy-to-use and.. MIT

Update: 2023.01.26

📈 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.

• FiftyOne (🥈36 · ⭐ 2.5K · 📈) - Visualize, create, and debug image and video datasets.. Apache-2
• sacred (🥈32 · ⭐ 4K · 📈) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT
• ArcGIS API (🥈32 · ⭐ 1.5K · 📈) - Documentation and samples for ArcGIS API for Python. Apache-2
• vidgear (🥈29 · ⭐ 2.6K · 📈) - A High-performance cross-platform Video Processing Python.. Apache-2
• PySAL (🥉27 · ⭐ 1.1K · 📈) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
• SKLL (🥉26 · ⭐ 530 · 📈) - SciKit-Learn Laboratory (SKLL) makes it easy to run.. ❗️BSD-1-Clause
• HiPlot (🥉25 · ⭐ 2.4K · 📈) - HiPlot makes understanding high dimensional data easy. MIT
• nebullvm (🥈25 · ⭐ 2.1K · 📈) - Plug and play modules to boost the performances of your AI.. Apache-2
• NiftyNet (🥉24 · ⭐ 1.3K · 💀) - [unmaintained] An open-source convolutional neural.. Apache-2
• Kashgari (🥉23 · ⭐ 2.3K · 💀) - Kashgari is a production-level NLP Transfer learning.. Apache-2

📉 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.

• SymPy (🥇46 · ⭐ 10K · 📉) - A computer algebra system written in pure Python. BSD-3
• Jina (🥈39 · ⭐ 17K · 📉) - Build multimodal AI services via cloud native technologies Neural.. Apache-2
• yfinance (🥇38 · ⭐ 8.6K · 📉) - Download market data from Yahoo! Finances API. Apache-2
• DeepSpeed (🥈35 · ⭐ 8.6K · 📉) - DeepSpeed is a deep learning optimization library that makes.. MIT
• BigDL (🥈35 · ⭐ 4.1K · 📉) - Fast, distributed, secure AI for Big Data. Apache-2
• Recommenders (🥇33 · ⭐ 15K · 📉) - Best Practices on Recommendation Systems. MIT
• tensor2tensor (🥈33 · ⭐ 13K · 📉) - Library of deep learning models and datasets designed.. Apache-2
• PaddleSeg (🥈32 · ⭐ 6.3K · 📉) - Easy-to-use image segmentation library with awesome pre-.. Apache-2
• Cython BLIS (🥈29 · ⭐ 200 · 📉) - Fast matrix-multiplication as a self-contained Python library.. BSD-3
• DeepSpeech (🥉22 · ⭐ 21K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

Update: 2023.01.19

📈 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.

• StatsModels (🥇45 · ⭐ 8.1K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• Catboost (🥈42 · ⭐ 6.9K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• Altair (🥇40 · ⭐ 8K · 📈) - Declarative statistical visualization library for Python. BSD-3
• MMDetection (🥇39 · ⭐ 23K · 📈) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• Prophet (🥇36 · ⭐ 15K · 📈) - Tool for producing high quality forecasts for time series data that.. MIT
• tensor2tensor (🥈34 · ⭐ 13K · 📈) - Library of deep learning models and datasets designed.. Apache-2
• imageai (🥈33 · ⭐ 7.4K · 📈) - A python library built to empower developers to build applications.. MIT
• Lime (🥇32 · ⭐ 10K · 💀) - Lime: Explaining the predictions of any machine learning classifier. BSD-2
• AutoViz (🥉26 · ⭐ 1.2K · 📈) - Automatically Visualize any dataset, any size with a single line.. Apache-2
• tsflex (🥉19 · ⭐ 210 · 📈) - Flexible time series feature extraction & processing. 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.

• Rasa (🥇40 · ⭐ 15K · 📉) - Open source machine learning framework to automate text- and.. Apache-2
• Fastai (🥈39 · ⭐ 23K · 📉) - The fastai deep learning library. Apache-2
• Albumentations (🥈35 · ⭐ 11K · 📉) - Fast image augmentation library and an easy-to-use.. MIT
• torchtext (🥈34 · ⭐ 3.2K · 📉) - Data loaders and abstractions for text and NLP. BSD-3
• AutoGluon (🥈30 · ⭐ 5.2K · 📉) - AutoGluon: AutoML for Image, Text, Time Series, and.. Apache-2
• CuPy (🥉25 · ⭐ 6.6K · 📉) - NumPy & SciPy for GPU. MIT
• NiftyNet (🥉22 · ⭐ 1.3K · 💀) - [unmaintained] An open-source convolutional neural.. Apache-2
• Kashgari (🥉20 · ⭐ 2.3K · 💀) - Kashgari is a production-level NLP Transfer learning.. Apache-2
• TextBox (🥉20 · ⭐ 860 · 📉) - TextBox 2.0 is a text generation library with pre-trained language.. MIT
• sklearn-evaluation (🥉20 · ⭐ 360 · 📉) - Machine learning model evaluation made easy: plots,.. MIT

➕ Added Projects

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

• tslumen (🥉6 · ⭐ 43 · 🐣) - A library for Time Series EDA (exploratory data analysis). Apache-2

Update: 2023.01.12

📈 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.

• CuPy (🥇38 · ⭐ 6.6K · 📈) - NumPy & SciPy for GPU. MIT
• fairseq (🥇36 · ⭐ 21K · 📈) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• SALib (🥈30 · ⭐ 670 · 📈) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST,.. MIT
• T5 (🥈28 · ⭐ 4.6K · 📈) - Code for the paper Exploring the Limits of Transfer Learning with.. Apache-2
• dask-ml (🥈28 · ⭐ 840 · 📈) - Scalable Machine Learning with Dask. BSD-3
• DALEX (🥈26 · ⭐ 1.2K · 📈) - moDel Agnostic Language for Exploration and eXplanation. ❗️GPL-3.0
• PyKEEN (🥈26 · ⭐ 1.1K · 📈) - A Python library for learning and evaluating knowledge graph embeddings. MIT
• TTS (🥉23 · ⭐ 6.6K · 💀) - Deep learning for Text to Speech (Discussion forum:.. MPL-2.0
• nebullvm (🥉23 · ⭐ 2K · 📈) - Plug and play modules to boost the performances of your AI systems. Apache-2
• kapre (🥉22 · ⭐ 870 · 📈) - kapre: Keras Audio Preprocessors. 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.

• transformers (🥇49 · ⭐ 78K · 📉) - Transformers: State-of-the-art Machine Learning for.. Apache-2
• networkx (🥇43 · ⭐ 12K · 📉) - Network Analysis in Python. BSD-3
• Seaborn (🥇43 · ⭐ 10K · 📉) - Statistical data visualization in Python. BSD-3
• AllenNLP (🥇36 · ⭐ 11K · 📉) - An open-source NLP research library, built on PyTorch. Apache-2
• PaddleHub (🥇35 · ⭐ 11K · 📉) - Awesome pre-trained models toolkit based on PaddlePaddle... Apache-2
• InsightFace (🥈34 · ⭐ 13K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• Bayesian Optimization (🥇33 · ⭐ 6.5K · 📉) - A Python implementation of global optimization with.. MIT
• Lime (🥈30 · ⭐ 10K · 💀) - Lime: Explaining the predictions of any machine learning classifier. BSD-2
• imageai (🥈30 · ⭐ 7.4K · 📉) - A python library built to empower developers to build applications.. MIT
• CLTK (🥈27 · ⭐ 750 · 📉) - The Classical Language Toolkit. MIT

Update: 2023.01.05

📈 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.

• GeoPandas (🥇38 · ⭐ 3.5K · 📈) - Python tools for geographic data. BSD-3
• pyecharts (🥈37 · ⭐ 13K · 📈) - Python Echarts Plotting Library. MIT
• AllenNLP (🥇37 · ⭐ 11K · 📈) - An open-source NLP research library, built on PyTorch. Apache-2
• PyVista (🥈34 · ⭐ 1.6K · 📈) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• tsfresh (🥈32 · ⭐ 7K · 📈) - Automatic extraction of relevant features from time series:. MIT
• NIPY (🥉25 · ⭐ 330 · 📈) - Neuroimaging in Python FMRI analysis package. BSD-3
• TimeSide (🥉23 · ⭐ 340 · 📈) - scalable audio processing framework and server written in.. ❗️AGPL-3.0
• AutoGL (🥉19 · ⭐ 870 · 📈) - An autoML framework & toolkit for machine learning on graphs. Apache-2
• pytorch_tabular (🥉19 · ⭐ 800 · 📈) - A standard framework for modelling Deep Learning.. MIT
• numerizer (🥉18 · ⭐ 190 · 📈) - A Python module to convert natural language numerics into ints and.. MIT

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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.

• fairseq (🥈33 · ⭐ 21K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• nlpaug (🥈28 · ⭐ 3.7K · 📉) - Data augmentation for NLP. MIT
• CuPy (🥉25 · ⭐ 6.5K · 📉) - NumPy & SciPy for GPU. MIT
• T5 (🥉24 · ⭐ 4.6K · 📉) - Code for the paper Exploring the Limits of Transfer Learning with.. Apache-2
• YouTokenToMe (🥉21 · ⭐ 850 · 💀) - Unsupervised text tokenizer focused on computational efficiency. MIT
• PDPbox (🥉21 · ⭐ 720 · 💀) - python partial dependence plot toolbox. MIT
• random-forest-importances (🥉20 · ⭐ 540 · 💀) - Code to compute permutation and drop-column.. MIT
• dstack (🥉20 · ⭐ 460 · 📉) - An open-source ML workflow orchestration system designed for.. MPL-2.0
• kapre (🥉19 · ⭐ 870 · 📉) - kapre: Keras Audio Preprocessors. MIT
• spacy-dbpedia-spotlight (🥉13 · ⭐ 83 · 📉) - A spaCy wrapper for DBpedia Spotlight. MIT spacy