Update: 2024.12.26

📈 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.

• Milvus (🥇42 · ⭐ 32K · 📈) - Milvus is a high-performance, cloud-native vector database.. Apache-2
• PyVista (🥈38 · ⭐ 2.8K · 📈) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• Pydub (🥇36 · ⭐ 9K · 💀) - Manipulate audio with a simple and easy high level interface. MIT
• PyOD (🥈36 · ⭐ 8.7K · 📈) - A Python Library for Outlier and Anomaly Detection, Integrating.. BSD-2
• stanza (🥈34 · ⭐ 7.3K · 📈) - Stanford NLP Python library for tokenization, sentence.. Apache-2
• tensorly (🥈33 · ⭐ 1.6K · 📈) - TensorLy: Tensor Learning in Python. BSD-2
• Qlib (🥈31 · ⭐ 16K · 📈) - Qlib is an AI-oriented quantitative investment platform that aims to.. MIT
• Cornac (🥈28 · ⭐ 900 · 📈) - A Comparative Framework for Multimodal Recommender Systems. Apache-2
• stockstats (🥈27 · ⭐ 1.3K · 📈) - Supply a wrapper StockDataFrame based on the.. BSD-3
• Popmon (🥉20 · ⭐ 500 · 💀) - Monitor the stability of a Pandas or Spark dataframe. 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.

• Tensorflow (🥇55 · ⭐ 190K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• pytorch-lightning (🥈43 · ⭐ 29K · 📉) - Pretrain, finetune ANY AI model of ANY size on.. Apache-2
• litellm (🥇43 · ⭐ 15K · 📉) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• nltk (🥇42 · ⭐ 14K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• pydeck (🥇42 · ⭐ 12K · 📉) - WebGL2 powered visualization framework. MIT
• Altair (🥇42 · ⭐ 9.5K · 📉) - Declarative visualization library for Python. BSD-3
• yfinance (🥇41 · ⭐ 15K · 📉) - Download market data from Yahoo! Finances API. Apache-2
• Fastai (🥈40 · ⭐ 26K · 📉) - The fastai deep learning library. Apache-2
• PyTorch Geometric (🥇40 · ⭐ 22K · 📉) - Graph Neural Network Library for PyTorch. MIT
• plotnine (🥈35 · ⭐ 4.1K · 📉) - A Grammar of Graphics for Python. MIT

Update: 2024.12.19

📈 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.

• Tensorflow (🥇57 · ⭐ 190K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• jax (🥇46 · ⭐ 31K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• Plotly (🥇46 · ⭐ 16K · 📈) - The interactive graphing library for Python This project now includes.. MIT
• scikit-image (🥇42 · ⭐ 6.1K · 📈) - Image processing in Python. ❗Unlicensed
• flair (🥇41 · ⭐ 14K · 📈) - A very simple framework for state-of-the-art Natural Language.. MIT
• PyFlink (🥈40 · ⭐ 24K · 📈) - Apache Flink Python API. Apache-2
• folium (🥇40 · ⭐ 7K · 📈) - Python Data. Leaflet.js Maps. MIT
• sktime (🥇39 · ⭐ 8K · 📈) - A unified framework for machine learning with time series. BSD-3
• Kornia (🥈38 · ⭐ 10K · 📈) - Geometric Computer Vision Library for Spatial AI. Apache-2
• carla (🥇37 · ⭐ 12K · 📈) - Open-source simulator for autonomous driving research. 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
• dgl (🥇37 · ⭐ 14K · 📉) - Python package built to ease deep learning on graph, on top of.. Apache-2
• pandas-profiling (🥈37 · ⭐ 13K · 📉) - 1 Line of code data quality profiling & exploratory.. MIT
• Jina (🥈36 · ⭐ 21K · 📉) - Build multimodal AI applications with cloud-native stack. Apache-2
• ArcGIS API (🥈36 · ⭐ 1.9K · 📉) - Documentation and samples for ArcGIS API for Python. Apache-2
• Fiona (🥈36 · ⭐ 1.2K · 📉) - Fiona reads and writes geographic data files. BSD-3
• einops (🥈35 · ⭐ 8.6K · 📉) - Flexible and powerful tensor operations for readable and reliable code.. MIT
• tensorly (🥈31 · ⭐ 1.6K · 📉) - TensorLy: Tensor Learning in Python. BSD-2
• NMSLIB (🥉30 · ⭐ 3.4K · 📉) - Non-Metric Space Library (NMSLIB): An efficient similarity search.. Apache-2
• Popmon (🥉18 · ⭐ 500 · 💀) - Monitor the stability of a Pandas or Spark dataframe. MIT

Update: 2024.12.12

📈 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 (🥇39 · ⭐ 9.6K · 📈) - NumPy & SciPy for GPU. MIT
• pyecharts (🥈38 · ⭐ 15K · 📈) - Python Echarts Plotting Library. MIT
• espnet (🥇38 · ⭐ 8.6K · 📈) - End-to-End Speech Processing Toolkit. Apache-2
• FiftyOne (🥈37 · ⭐ 9K · 📈) - Visualize, create, and debug image and video datasets.. Apache-2
• MMDetection (🥈36 · ⭐ 30K · 💤) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• torchaudio (🥈35 · ⭐ 2.6K · 📈) - Data manipulation and transformation for audio signal.. BSD-2
• torchtext (🥈33 · ⭐ 3.5K · 📈) - Models, data loaders and abstractions for language.. BSD-3
• TensorFlow I/O (🥈30 · ⭐ 710 · 📈) - Dataset, streaming, and file system extensions.. Apache-2
• layout-parser (🥉28 · ⭐ 5K · 💀) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2
• quinn (🥉26 · ⭐ 650 · 📈) - pyspark methods to enhance developer productivity. 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.

• Catboost (🥈42 · ⭐ 8.1K · 📉) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• speechbrain (🥇39 · ⭐ 9K · 📉) - A PyTorch-based Speech Toolkit. Apache-2
• ivy (🥈35 · ⭐ 14K · 📉) - Convert Machine Learning Code Between Frameworks. ❗️Intel-ACPI
• Bayesian Optimization (🥇32 · ⭐ 8K · 📉) - A Python implementation of global optimization with.. MIT
• stanza (🥈32 · ⭐ 7.3K · 📉) - Stanford NLP Python library for tokenization, sentence.. Apache-2
• librosa (🥈31 · ⭐ 7.2K · 📉) - Python library for audio and music analysis. ISC
• PyKEEN (🥈31 · ⭐ 1.7K · 📉) - A Python library for learning and evaluating knowledge graph embeddings. MIT
• SALib (🥈31 · ⭐ 890 · 📉) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST,.. MIT
• DIPY (🥈31 · ⭐ 720 · 📉) - DIPY is the paragon 3D/4D+ medical imaging library in Python... ❗Unlicensed
• evaluate (🥈30 · ⭐ 2.1K · 📉) - Evaluate: A library for easily evaluating machine learning.. Apache-2

Update: 2024.12.05

📈 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.

• Nilearn (🥇39 · ⭐ 1.2K · 📈) - Machine learning for NeuroImaging in Python. BSD-3
• horovod (🥈35 · ⭐ 14K · 📈) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
• spleeter (🥈32 · ⭐ 26K · 📈) - Deezer source separation library including pretrained models. MIT
• DoWhy (🥈30 · ⭐ 7.2K · 📈) - DoWhy is a Python library for causal inference that supports explicit.. MIT
• Qlib (🥈29 · ⭐ 16K · 📈) - Qlib is an AI-oriented quantitative investment platform that aims to.. MIT
• ffn (🥈29 · ⭐ 2K · 📈) - ffn - a financial function library for Python. MIT
• spacy-transformers (🥈29 · ⭐ 1.4K · 📈) - Use pretrained transformers like BERT, XLNet and.. MIT spacy
• NuPIC (🥉28 · ⭐ 6.3K · 📈) - Numenta Platform for Intelligent Computing is an implementation of.. MIT
• DeepVariant (🥉27 · ⭐ 3.2K · 📈) - DeepVariant is an analysis pipeline that uses a deep.. BSD-3
• Elephas (🥉25 · ⭐ 1.6K · 💀) - Distributed Deep learning with Keras & Spark. MIT keras

📉 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.

• pyecharts (🥈33 · ⭐ 15K · 📉) - Python Echarts Plotting Library. MIT
• espnet (🥇33 · ⭐ 8.6K · 📉) - End-to-End Speech Processing Toolkit. Apache-2
• torchaudio (🥈28 · ⭐ 2.6K · 📉) - Data manipulation and transformation for audio signal.. BSD-2
• CuPy (🥈27 · ⭐ 9.5K · 📉) - NumPy & SciPy for GPU. MIT
• torchtext (🥈27 · ⭐ 3.5K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• TensorFlow I/O (🥉24 · ⭐ 710 · 📉) - Dataset, streaming, and file system extensions.. Apache-2
• fastNLP (🥉23 · ⭐ 3.1K · 💀) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
• layout-parser (🥉22 · ⭐ 4.9K · 💀) - A Unified Toolkit for Deep Learning Based Document Image.. Apache-2
• data-validation (🥉21 · ⭐ 770 · 📉) - Library for exploring and validating machine learning.. Apache-2
• quinn (🥉19 · ⭐ 650 · 📉) - pyspark methods to enhance developer productivity. Apache-2

➕ Added Projects

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

• ridgeplot (🥉24 · ⭐ 150 · ➕) - Beautiful ridgeline plots in Python. MIT

Update: 2024.11.28

📈 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.

• pytorch-lightning (🥈44 · ⭐ 29K · 📈) - Pretrain, finetune ANY AI model of ANY size on.. Apache-2
• Altair (🥇43 · ⭐ 9.4K · 📈) - Declarative visualization library for Python. BSD-3
• Catboost (🥈43 · ⭐ 8.1K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• Tensorboard (🥇43 · ⭐ 6.7K · 📈) - TensorFlows Visualization Toolkit. Apache-2
• plotnine (🥈37 · ⭐ 4.1K · 📈) - A Grammar of Graphics for Python. MIT
• Darts (🥈32 · ⭐ 8.1K · 📈) - A python library for user-friendly forecasting and anomaly.. Apache-2
• Pytorch Toolbelt (🥈25 · ⭐ 1.5K · 📈) - PyTorch extensions for fast R&D prototyping and.. MIT
• lightwood (🥉24 · ⭐ 450 · 📈) - Lightwood is Legos for Machine Learning. ❗️GPL-3.0
• vegafusion (🥉23 · ⭐ 340 · 📈) - Serverside scaling for Vega and Altair visualizations. BSD-3
• Brainiak (🥉20 · ⭐ 340 · 📈) - Brain Imaging Analysis Kit. 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.

• LightGBM (🥈42 · ⭐ 17K · 📉) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
• sktime (🥇38 · ⭐ 8K · 📉) - A unified framework for machine learning with time series. BSD-3
• TensorFlow Datasets (🥇38 · ⭐ 4.3K · 📉) - TFDS is a collection of datasets ready to use with.. Apache-2
• Rasa (🥇37 · ⭐ 19K · 📉) - Open source machine learning framework to automate text- and.. Apache-2
• Kornia (🥈37 · ⭐ 10K · 📉) - Geometric Computer Vision Library for Spatial AI. Apache-2
• ART (🥇34 · ⭐ 4.9K · 📉) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning.. MIT
• datalad (🥈32 · ⭐ 550 · 📉) - Keep code, data, containers under control with git and git-annex. MIT
• DeepPavlov (🥈31 · ⭐ 6.7K · 📉) - An open source library for deep learning end-to-end.. Apache-2
• minisom (🥉26 · ⭐ 1.5K · 📉) - MiniSom is a minimalistic implementation of the Self.. ❗️CC-BY-3.0
• Feature Engine (🥉24 · ⭐ 1.9K · 📉) - Feature engineering package with sklearn like functionality. BSD-3

Update: 2024.11.21

📈 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 (🥇46 · ⭐ 34K · 📈) - Ray is an AI compute engine. Ray consists of a core distributed.. Apache-2
• PySpark (🥇45 · ⭐ 40K · 📈) - Apache Spark Python API. Apache-2
• Albumentations (🥇41 · ⭐ 14K · 📈) - Fast and flexible image augmentation library. Paper.. MIT
• MoviePy (🥇40 · ⭐ 13K · 📈) - Video editing with Python. MIT
• PyFlink (🥈39 · ⭐ 24K · 📈) - Apache Flink Python API. Apache-2
• fairseq (🥇37 · ⭐ 31K · 📈) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• NeMo (🥇37 · ⭐ 12K · 📈) - A scalable generative AI framework built for researchers and.. Apache-2
• FATE (🥈26 · ⭐ 5.7K · 📈) - An Industrial Grade Federated Learning Framework. Apache-2
• ivis (🥉24 · ⭐ 330 · 📈) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
• fastT5 (🥉18 · ⭐ 560 · 💀) - boost inference speed of T5 models by 5x & reduce the model size.. 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.

• nltk (🥇43 · ⭐ 14K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• DVC (🥇41 · ⭐ 14K · 📉) - Data Versioning and ML Experiments. Apache-2
• flair (🥇37 · ⭐ 14K · 📉) - A very simple framework for state-of-the-art Natural Language.. MIT
• PyQtGraph (🥈36 · ⭐ 3.9K · 📉) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• AutoGluon (🥇35 · ⭐ 8.1K · 📉) - Fast and Accurate ML in 3 Lines of Code. Apache-2
• UMAP (🥈34 · ⭐ 7.5K · 📉) - Uniform Manifold Approximation and Projection. BSD-3
• tensorboardX (🥈33 · ⭐ 7.9K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• Pythran (🥈33 · ⭐ 2K · 📉) - Ahead of Time compiler for numeric kernels. BSD-3
• River (🥈32 · ⭐ 5.1K · 📉) - Online machine learning in Python. BSD-3
• Apex (🥈30 · ⭐ 8.4K · 📉) - A PyTorch Extension: Tools for easy mixed precision and.. BSD-3

Update: 2024.11.14

📈 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.

• litellm (🥇44 · ⭐ 14K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• yfinance (🥇42 · ⭐ 15K · 📈) - Download market data from Yahoo! Finances API. Apache-2
• gensim (🥇40 · ⭐ 16K · 📈) - Topic Modelling for Humans. ❗️LGPL-2.1
• CuPy (🥇39 · ⭐ 9.5K · 📈) - NumPy & SciPy for GPU. MIT
• tensorflow-probability (🥇37 · ⭐ 4.3K · 📈) - Probabilistic reasoning and statistical analysis in.. Apache-2
• carla (🥇36 · ⭐ 11K · 📈) - Open-source simulator for autonomous driving research. MIT
• Metaflow (🥈36 · ⭐ 8.2K · 📈) - Open Source Platform for developing, scaling and deploying.. Apache-2
• wordcloud (🥈34 · ⭐ 10K · 📈) - A little word cloud generator in Python. MIT
• patsy (🥇34 · ⭐ 950 · 📈) - Describing statistical models in Python using symbolic formulas. BSD-2
• TextBox (🥉17 · ⭐ 1.1K · 💀) - TextBox 2.0 is a text generation library with pre-trained language.. 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.

• PySpark (🥈44 · ⭐ 40K · 📉) - Apache Spark Python API. Apache-2
• nltk (🥇44 · ⭐ 14K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• shap (🥇42 · ⭐ 23K · 📉) - A game theoretic approach to explain the output of any machine learning.. MIT
• torchvision (🥇41 · ⭐ 16K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• OpenAI Gym (🥇40 · ⭐ 35K · 💀) - A toolkit for developing and comparing reinforcement learning.. MIT
• imageio (🥈37 · ⭐ 1.5K · 📉) - Python library for reading and writing image data. BSD-2
• DeepSpeech (🥈34 · ⭐ 25K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• Pillow-SIMD (🥉25 · ⭐ 2.2K · 📉) - The friendly PIL fork. ❗️PIL
• ivis (🥉22 · ⭐ 330 · 📉) - Dimensionality reduction in very large datasets using Siamese.. Apache-2
• fastT5 (🥉15 · ⭐ 560 · 💀) - boost inference speed of T5 models by 5x & reduce the model size.. Apache-2

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

Update: 2024.10.31

📈 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-learn (🥇53 · ⭐ 60K · 📈) - scikit-learn: machine learning in Python. BSD-3
• litellm (🥇43 · ⭐ 13K · 📈) - Python SDK, Proxy Server (LLM Gateway) to call 100+.. MIT o t h e r s
• spark-nlp (🥇36 · ⭐ 3.9K · 📈) - State of the Art Natural Language Processing. Apache-2
• ftfy (🥈34 · ⭐ 3.8K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. Apache-2
• Lifelines (🥈34 · ⭐ 2.4K · 📈) - Survival analysis in Python. MIT
• ipyparallel (🥈30 · ⭐ 2.6K · 📈) - IPython Parallel: Interactive Parallel Computing in.. ❗Unlicensed
• avalanche (🥈29 · ⭐ 1.8K · 📈) - Avalanche: an End-to-End Library for Continual Learning based on.. MIT
• ml-metadata (🥉28 · ⭐ 620 · 📈) - For recording and retrieving metadata associated with ML.. Apache-2
• tensorflow-graphics (🥉26 · ⭐ 2.7K · 📈) - TensorFlow Graphics: Differentiable Graphics Layers.. Apache-2
• celer (🥉21 · ⭐ 200 · 📈) - Fast solver for L1-type problems: Lasso, sparse Logisitic.. 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.

• Gradio (🥇43 · ⭐ 34K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
• pytorch-lightning (🥈43 · ⭐ 28K · 📉) - Pretrain, finetune ANY AI model of ANY size on.. Apache-2
• scikit-image (🥇42 · ⭐ 6.1K · 📉) - Image processing in Python. ❗Unlicensed
• Jina (🥈37 · ⭐ 21K · 📉) - Build multimodal AI applications with cloud-native stack. Apache-2
• sentencepiece (🥇37 · ⭐ 10K · 📉) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2
• PyVista (🥈37 · ⭐ 2.7K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• Recommenders (🥇34 · ⭐ 19K · 📉) - Best Practices on Recommendation Systems. MIT
• ColossalAI (🥈33 · ⭐ 39K · 📉) - Making large AI models cheaper, faster and more accessible. Apache-2
• FATE (🥉24 · ⭐ 5.7K · 📉) - An Industrial Grade Federated Learning Framework. Apache-2
• launchpad (🥉19 · ⭐ 310 · 💀) - Launchpad is a library that simplifies writing.. Apache-2

Update: 2024.10.24

📈 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.

• Core ML Tools (🥈36 · ⭐ 4.4K · 📈) - Core ML tools contain supporting tools for Core ML model.. BSD-3
• optimum (🥇36 · ⭐ 2.5K · 📈) - Accelerate training and inference of Transformers and Diffusers.. Apache-2
• cartopy (🥈36 · ⭐ 1.4K · 📈) - Cartopy - a cartographic python library with matplotlib support. BSD-3
• SpeechRecognition (🥇35 · ⭐ 8.4K · 📈) - Speech recognition module for Python, supporting.. BSD-3
• causalml (🥈31 · ⭐ 5.1K · 📈) - Uplift modeling and causal inference with machine learning.. Apache-2
• LIT (🥈28 · ⭐ 3.5K · 📈) - The Learning Interpretability Tool: Interactively analyze ML models.. Apache-2
• pycm (🥈28 · ⭐ 1.4K · 📈) - Multi-class confusion matrix library in Python. MIT
• tinytag (🥉28 · ⭐ 700 · 📈) - Python library for reading audio file metadata. MIT
• Chartify (🥉27 · ⭐ 3.5K · 📈) - Python library that makes it easy for data scientists to create.. Apache-2
• Pytorch Toolbelt (🥉24 · ⭐ 1.5K · 📈) - PyTorch extensions for fast R&D prototyping and.. 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.

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