Releases: lukasmasuch/best-of-ml-python
Update: 2025.10.30
π 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.
- dask (π₯45 Β· β 14K Β· π) - Parallel computing with task scheduling.
BSD-3 - spaCy (π₯43 Β· β 33K Β· π) - Industrial-strength Natural Language Processing (NLP) in Python.
MIT - Faiss (π₯42 Β· β 38K Β· π) - A library for efficient similarity search and clustering of dense vectors.
MIT - scikit-image (π₯41 Β· β 6.4K Β· π) - Image processing in Python.
βUnlicensed - DeepSpeech (π₯33 Β· β 27K Β· π) - DeepSpeech is an open source embedded (offline, on-..
MPL-2.0 - audioread (π₯33 Β· β 520 Β· π) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio..
MIT - datalad (π₯30 Β· β 620 Β· π) - Keep code, data, containers under control with git and git-..
βUnlicensed - Dedupe (π₯29 Β· β 4.4K Β· π) - A python library for accurate and scalable fuzzy matching, record..
MIT - openTSNE (π₯29 Β· β 1.6K Β· π) - Extensible, parallel implementations of t-SNE.
BSD-3 - kapre (π₯25 Β· β 930 Β· π) - kapre: Keras Audio Preprocessors.
MIT
π 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.
- litellm (π₯45 Β· β 30K Β· π) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - deepface (π₯38 Β· β 21K Β· π) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,..
MIT - DeepChem (π₯34 Β· β 6.3K Β· π) - Democratizing Deep-Learning for Drug Discovery, Quantum..
MIT - VisPy (π₯34 Β· β 3.5K Β· π) - High-performance interactive 2D/3D data visualization library.
BSD-3 - anomalib (π₯31 Β· β 5.1K Β· π) - An anomaly detection library comprising state-of-the-art..
Apache-2 - Haiku (π₯31 Β· β 3.1K Β· π) - JAX-based neural network library.
Apache-2 - mpld3 (π₯31 Β· β 2.4K Β· π) - An interactive data visualization tool which brings matplotlib..
BSD-3 - CLTK (π₯31 Β· β 870 Β· π) - The Classical Language Toolkit.
MIT - Sentinelsat (π₯24 Β· β 1K Β· π) - Search and download Copernicus Sentinel satellite images.
βοΈGPL-3.0 - TorchUncertainty (π₯20 Β· β 440 Β· π) - Open-source framework for uncertainty and deep..
Apache-2
Update: 2025.10.23
π 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.
- PaddleOCR (π₯44 Β· β 61K Β· π) - Turn any PDF or image document into structured data for..
Apache-2 - Milvus (π₯43 Β· β 38K Β· π) - Milvus is a high-performance, cloud-native vector database built..
Apache-2 - imageio (π₯39 Β· β 1.7K Β· π) - Python library for reading and writing image data.
BSD-2 - Opik (π₯37 Β· β 15K Β· π) - Debug, evaluate, and monitor your LLM applications, RAG systems, and..
Apache-2 - fairlearn (π₯30 Β· β 2.1K Β· π) - A Python package to assess and improve fairness of machine..
MIT - snownlp (π₯27 Β· β 6.6K Β· π) - Python library for processing Chinese text.
MIT - python_speech_features (π₯26 Β· β 2.4K Β· π) - This library provides common speech features for ASR..
MIT - Runhouse (π₯21 Β· β 1.1K Β· π) - Distribute and run AI workloads magically in Python, like..
Apache-2 - miceforest (π₯21 Β· β 390 Β· π) - Multiple Imputation with LightGBM in Python.
MIT - Sherpa (π₯19 Β· β 340 Β· π) - Hyperparameter optimization that enables researchers to..
βοΈGPL-3.0
π 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.
- Faiss (π₯41 Β· β 38K Β· π) - A library for efficient similarity search and clustering of dense vectors.
MIT - haystack (π₯37 Β· β 23K Β· π) - AI orchestration framework to build customizable, production-..
Apache-2 - PyOD (π₯35 Β· β 9.5K Β· π) - A Python Library for Outlier and Anomaly Detection, Integrating..
BSD-2 - AutoGluon (π₯35 Β· β 9.5K Β· π) - Fast and Accurate ML in 3 Lines of Code.
Apache-2 - tensorflow-probability (π₯35 Β· β 4.4K Β· π) - Probabilistic reasoning and statistical analysis in..
Apache-2 - ivy (π₯34 Β· β 14K Β· π) - Convert Machine Learning Code Between Frameworks.
Apache-2 - ViZDoom (π₯29 Β· β 1.9K Β· π) - Reinforcement Learning environments based on the 1993 game Doom.
MIT - GluonCV (π₯27 Β· β 5.9K Β· π) - Gluon CV Toolkit.
Apache-2 - pytorch_geometric_temporal (π₯27 Β· β 2.9K Β· π) - PyTorch Geometric Temporal: Spatiotemporal Signal..
MIT - fairness-indicators (π₯19 Β· β 360 Β· π) - Tensorflows Fairness Evaluation and Visualization..
Apache-2
Update: 2025.10.16
π 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.
- Pillow (π₯49 Β· β 13K Β· π) - Python Imaging Library (Fork).
βοΈPIL - mlflow (π₯47 Β· β 23K Β· π) - The open source developer platform to build AI/LLM applications..
Apache-2 - litellm (π₯46 Β· β 30K Β· π) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - LightGBM (π₯42 Β· β 18K Β· π) - A fast, distributed, high performance gradient boosting (GBT, GBDT,..
MIT - gensim (π₯42 Β· β 16K Β· π) - Topic Modelling for Humans.
βοΈLGPL-2.1 - ArcGIS API (π₯36 Β· β 2.1K Β· π) - Documentation and samples for ArcGIS API for Python.
Apache-2 - GPyTorch (π₯34 Β· β 3.8K Β· π) - A highly efficient implementation of Gaussian Processes in..
MIT - SALib (π₯31 Β· β 950 Β· π) - Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST,..
MIT - metricflow (π₯30 Β· β 1.3K Β· π) - MetricFlow allows you to define, build, and maintain metrics..
Apache-2 - DALEX (π₯27 Β· β 1.4K Β· π) - moDel Agnostic Language for Exploration and eXplanation.
βοΈGPL-3.0
π 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 (π₯48 Β· β 39K Β· π) - Ray is an AI compute engine. Ray consists of a core distributed..
Apache-2 - PySpark (π₯44 Β· β 42K Β· π) - Apache Spark Python API.
Apache-2 - Milvus (π₯42 Β· β 38K Β· π) - Milvus is a high-performance, cloud-native vector database built..
Apache-2 - datalad (π₯29 Β· β 610 Β· π) - Keep code, data, containers under control with git and git-..
βUnlicensed - EvaDB (π₯24 Β· β 2.7K Β· π) - Database system for AI-powered apps.
Apache-2 - snownlp (π₯23 Β· β 6.6K Β· π) - Python library for processing Chinese text.
MIT - DeepSpeech (π₯21 Β· β 27K Β· π) - DeepSpeech is an open source embedded (offline, on-..
MPL-2.0 - python_speech_features (π₯21 Β· β 2.4K Β· π) - This library provides common speech features for ASR..
MIT - Sherpa (π₯17 Β· β 340 Β· π) - Hyperparameter optimization that enables researchers to..
βοΈGPL-3.0 - rliable (π₯11 Β· β 850 Β· π) - [NeurIPS21 Outstanding Paper] Library for reliable evaluation on..
Apache-2
Update: 2025.10.09
π 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.
- PaddlePaddle (π₯46 Β· β 23K Β· π) - PArallel Distributed Deep LEarning: Machine Learning..
Apache-2 - PySpark (π₯45 Β· β 42K Β· π) - Apache Spark Python API.
Apache-2 - Fastai (π₯41 Β· β 27K Β· π) - The fastai deep learning library.
Apache-2 - PyFlink (π₯38 Β· β 25K Β· π) - Apache Flink Python API.
Apache-2 - MXNet (π₯38 Β· β 21K Β· π) - Lightweight, Portable, Flexible Distributed/Mobile Deep..
Apache-2 - TextBlob (π₯37 Β· β 9.4K Β· π) - Simple, Pythonic, text processing--Sentiment analysis, part-of-..
MIT - stanza (π₯36 Β· β 7.6K Β· π) - Stanford NLP Python library for tokenization, sentence..
Apache-2 - TFlearn (π₯32 Β· β 9.6K Β· π) - Deep learning library featuring a higher-level API for TensorFlow.
MIT - flashtext (π₯26 Β· β 5.7K Β· π) - Extract Keywords from sentence or Replace keywords in sentences.
MIT - ktrain (π₯26 Β· β 1.3K Β· π) - ktrain is a Python library that makes deep learning and AI..
Apache-2
π 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.
- NeMo (π₯38 Β· β 16K Β· π) - A scalable generative AI framework built for researchers and..
Apache-2 - PyVista (π₯38 Β· β 3.3K Β· π) - 3D plotting and mesh analysis through a streamlined interface..
MIT - ivy (π₯35 Β· β 14K Β· π) - Convert Machine Learning Code Between Frameworks.
Apache-2 - pandas-profiling (π₯35 Β· β 13K Β· π) - 1 Line of code data quality profiling & exploratory..
MIT - evaluate (π₯34 Β· β 2.3K Β· π) - Evaluate: A library for easily evaluating machine learning..
Apache-2 - ArcGIS API (π₯34 Β· β 2.1K Β· π) - Documentation and samples for ArcGIS API for Python.
Apache-2 - detectron2 (π₯33 Β· β 33K Β· π) - Detectron2 is a platform for object detection,..
Apache-2 - Perspective (π₯33 Β· β 9.5K Β· π) - A data visualization and analytics component,..
Apache-2 - Captum (π₯33 Β· β 5.4K Β· π) - Model interpretability and understanding for PyTorch.
BSD-3 - effector (π₯14 Β· β 120 Β· π) - Effector - a Python package for global and regional effect methods.
MIT
Update: 2025.10.02
π 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 (π₯46 Β· β 16K Β· π) - Network Analysis in Python.
BSD-3 - nltk (π₯46 Β· β 14K Β· π) - Suite of libraries and programs for symbolic and statistical natural..
Apache-2 - gensim (π₯41 Β· β 16K Β· π) - Topic Modelling for Humans.
βοΈLGPL-2.1 - snowballstemmer (π₯34 Β· β 810 Β· π) - Snowball compiler and stemming algorithms.
BSD-3 - DeepSpeech (π₯33 Β· β 27K Β· π) - DeepSpeech is an open source embedded (offline, on-..
MPL-2.0 - CLTK (π₯32 Β· β 870 Β· π) - The Classical Language Toolkit.
MIT - SciSpacy (π₯31 Β· β 1.9K Β· π) - A full spaCy pipeline and models for scientific/biomedical..
Apache-2 - Geomstats (π₯30 Β· β 1.4K Β· π) - Computations and statistics on manifolds with geometric structures.
MIT - pandas-ai (π₯25 Β· β 22K Β· π) - Chat with your database or your datalake (SQL, CSV,..
βUnlicensed - apricot (π₯22 Β· β 520 Β· π) - apricot implements submodular optimization for the purpose of..
MIT
π 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.
- Keras (π₯48 Β· β 63K Β· π) - Deep Learning for humans.
Apache-2 - PySpark (π₯42 Β· β 42K Β· π) - Apache Spark Python API.
Apache-2 - PaddlePaddle (π₯41 Β· β 23K Β· π) - PArallel Distributed Deep LEarning: Machine Learning..
Apache-2 - Fastai (π₯35 Β· β 27K Β· π) - The fastai deep learning library.
Apache-2 - MXNet (π₯34 Β· β 21K Β· π) - Lightweight, Portable, Flexible Distributed/Mobile Deep..
Apache-2 - TextBlob (π₯34 Β· β 9.4K Β· π) - Simple, Pythonic, text processing--Sentiment analysis, part-of-..
MIT - PyFlink (π₯33 Β· β 25K Β· π) - Apache Flink Python API.
Apache-2 - TFlearn (π₯28 Β· β 9.6K Β· π) - Deep learning library featuring a higher-level API for TensorFlow.
MIT - ktrain (π₯23 Β· β 1.3K Β· π) - ktrain is a Python library that makes deep learning and AI..
Apache-2 - flashtext (π₯22 Β· β 5.7K Β· π) - Extract Keywords from sentence or Replace keywords in sentences.
MIT
β Added Projects
Projects that were recently added to this best-of list.
Update: 2025.09.25
π 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 (π₯48 Β· β 39K Β· π) - Ray is an AI compute engine. Ray consists of a core distributed..
Apache-2 - litellm (π₯46 Β· β 29K Β· π) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - pydeck (π₯43 Β· β 13K Β· π) - WebGL2 powered visualization framework.
MIT - Shapely (π₯40 Β· β 4.3K Β· π) - Manipulation and analysis of geometric objects.
BSD-3 - huggingface_hub (π₯40 Β· β 2.9K Β· π) - The official Python client for the Huggingface Hub.
Apache-2 - Graphviz (π₯37 Β· β 1.8K Β· π) - Simple Python interface for Graphviz.
MIT - equinox (π₯34 Β· β 2.5K Β· π) - Elegant easy-to-use neural networks + scientific computing..
Apache-2 - underthesea (π₯30 Β· β 1.6K Β· π) - Underthesea - Vietnamese NLP Toolkit.
βοΈGPL-3.0 - vecstack (π₯23 Β· β 700 Β· π) - Python package for stacking (machine learning technique).
MIT - Saliency (π₯22 Β· β 980 Β· π) - Framework-agnostic implementation for state-of-the-art..
Apache-2
π 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.
- pytorch-lightning (π₯44 Β· β 30K Β· π) - Pretrain, finetune ANY AI model of ANY size on..
Apache-2 - yfinance (π₯42 Β· β 19K Β· π) - Download market data from Yahoo! Finances API.
Apache-2 - Tensorboard (π₯42 Β· β 7K Β· π) - TensorFlows Visualization Toolkit.
Apache-2 - torchvision (π₯41 Β· β 17K Β· π) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3 - sktime (π₯40 Β· β 9.3K Β· π) - A unified framework for machine learning with time series.
BSD-3 - PyMC3 (π₯40 Β· β 9.3K Β· π) - Bayesian Modeling and Probabilistic Programming in Python.
Apache-2 - VisPy (π₯34 Β· β 3.5K Β· π) - High-performance interactive 2D/3D data visualization library.
BSD-3 - Coqui TTS (π₯32 Β· β 1.8K Β· π) - - a deep learning toolkit for Text-to-Speech, battle-..
MPL-2.0 - GluonTS (π₯29 Β· β 5K Β· π) - Probabilistic time series modeling in Python.
Apache-2 - apricot (π₯20 Β· β 520 Β· π) - apricot implements submodular optimization for the purpose of..
MIT
Update: 2025.09.18
π 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 (π₯45 Β· β 29K Β· π) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - yfinance (π₯43 Β· β 19K Β· π) - Download market data from Yahoo! Finances API.
Apache-2 - dask.distributed (π₯39 Β· β 1.6K Β· π) - A distributed task scheduler for Dask.
BSD-3 - haystack (π₯38 Β· β 23K Β· π) - AI orchestration framework to build customizable, production-..
Apache-2 - carla (π₯37 Β· β 13K Β· π) - Open-source simulator for autonomous driving research.
MIT - TextBlob (π₯37 Β· β 9.4K Β· π) - Simple, Pythonic, text processing--Sentiment analysis, part-of-..
MIT - imageio (π₯37 Β· β 1.6K Β· π) - Python library for reading and writing image data.
BSD-2 - ArcGIS API (π₯36 Β· β 2.1K Β· π) - Documentation and samples for ArcGIS API for Python.
Apache-2 - TPOT (π₯34 Β· β 10K Β· π) - A Python Automated Machine Learning tool that optimizes..
βοΈLGPL-3.0 - Pytorch Toolbelt (π₯24 Β· β 1.6K Β· π) - PyTorch extensions for fast R&D prototyping and..
MIT
π 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.
- PyTorch (π₯55 Β· β 93K Β· π) - Tensors and Dynamic neural networks in Python with strong GPU..
BSD-3 - torchvision (π₯42 Β· β 17K Β· π) - Datasets, Transforms and Models specific to Computer Vision.
BSD-3 - MoviePy (π₯42 Β· β 14K Β· π) - Video editing with Python.
MIT - folium (π₯40 Β· β 7.2K Β· π) - Python Data. Leaflet.js Maps.
MIT - PyVista (π₯38 Β· β 3.3K Β· π) - 3D plotting and mesh analysis through a streamlined interface..
MIT - HoloViews (π₯38 Β· β 2.8K Β· π) - With Holoviews, your data visualizes itself.
BSD-3 - ivy (π₯36 Β· β 14K Β· π) - Convert Machine Learning Code Between Frameworks.
Apache-2 - PyQtGraph (π₯36 Β· β 4.2K Β· π) - Fast data visualization and GUI tools for scientific / engineering..
MIT - Graphviz (π₯36 Β· β 1.7K Β· π) - Simple Python interface for Graphviz.
MIT - CellProfiler (π₯26 Β· β 1K Β· π) - An open-source application for biological image analysis.
BSD-3
Update: 2025.09.11
π 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 (π₯45 Β· β 30K Β· π) - Pretrain, finetune ANY AI model of ANY size on..
Apache-2 - triton (π₯45 Β· β 17K Β· π) - Development repository for the Triton language and compiler.
MIT - folium (π₯41 Β· β 7.2K Β· π) - Python Data. Leaflet.js Maps.
MIT - MNE (π₯38 Β· β 3K Β· π) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in..
BSD-3 - Rasterio (π₯37 Β· β 2.4K Β· π) - Rasterio reads and writes geospatial raster datasets.
BSD-3 - tensorboardX (π₯35 Β· β 8K Β· π) - tensorboard for pytorch (and chainer, mxnet, numpy, ...).
MIT - River (π₯32 Β· β 5.5K Β· π) - Online machine learning in Python.
BSD-3 - DeepVariant (π₯27 Β· β 3.5K Β· π) - DeepVariant is an analysis pipeline that uses a deep..
BSD-3 - findspark (π₯26 Β· β 520 Β· π) - Find pyspark to make it importable.
BSD-3 - celer (π₯22 Β· β 230 Β· π) - Fast solver for L1-type problems: Lasso, sparse Logisitic..
BSD-3
π 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.
- litellm (π₯44 Β· β 29K Β· π) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - sentence-transformers (π₯43 Β· β 18K Β· π) - State-of-the-Art Text Embeddings.
Apache-2 - gensim (π₯39 Β· β 16K Β· π) - Topic Modelling for Humans.
βοΈLGPL-2.1 - Albumentations (π₯36 Β· β 15K Β· π) - Fast and flexible image augmentation library. Paper..
MIT - ART (π₯34 Β· β 5.5K Β· π) - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning..
MIT - Prophet (π₯33 Β· β 20K Β· π) - Tool for producing high quality forecasts for time series data that..
MIT - Captum (π₯33 Β· β 5.4K Β· π) - Model interpretability and understanding for PyTorch.
BSD-3 - tslearn (π₯33 Β· β 3K Β· π) - The machine learning toolkit for time series analysis in Python.
BSD-2 - Pythran (π₯33 Β· β 2.1K Β· π) - Ahead of Time compiler for numeric kernels.
BSD-3 - PyTorch3D (π₯32 Β· β 9.5K Β· π) - PyTorch3D is FAIRs library of reusable components for..
βUnlicensed
Update: 2025.09.04
π 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.
- scipy (π₯51 Β· β 14K Β· π) - Ecosystem of open-source software for mathematics, science, and..
BSD-3 - PySpark (π₯45 Β· β 42K Β· π) - Apache Spark Python API.
Apache-2 - litellm (π₯45 Β· β 28K Β· π) - Python SDK, Proxy Server (LLM Gateway) to call 100+..
MITothers - Milvus (π₯43 Β· β 37K Β· π) - Milvus is a high-performance, cloud-native vector database built..
Apache-2 - Annoy (π₯35 Β· β 14K Β· π) - Approximate Nearest Neighbors in C++/Python optimized for memory..
Apache-2 - DEAP (π₯34 Β· β 6.2K Β· π) - Distributed Evolutionary Algorithms in Python.
βοΈLGPL-3.0 - StatsForecast (π₯34 Β· β 4.5K Β· π) - Lightning fast forecasting with statistical and..
Apache-2 - tsfresh (π₯32 Β· β 8.9K Β· π) - Automatic extraction of relevant features from time series:.
MIT - ridgeplot (π₯25 Β· β 240 Β· π) - Beautiful ridgeline plots in Python.
MIT - UForm (π₯22 Β· β 1.2K Β· π) - Pocket-Sized Multimodal AI for content understanding and..
Apache-2
π 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.
- deepface (π₯39 Β· β 20K Β· π) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,..
MIT - dask.distributed (π₯38 Β· β 1.6K Β· π) - A distributed task scheduler for Dask.
BSD-3 - Albumentations (π₯37 Β· β 15K Β· π) - Fast and flexible image augmentation library. Paper..
MIT - flair (π₯37 Β· β 14K Β· π) - A very simple framework for state-of-the-art Natural Language..
MIT - Graphviz (π₯36 Β· β 1.7K Β· π) - Simple Python interface for Graphviz.
MIT - ipyleaflet (π₯33 Β· β 1.5K Β· π) - A Jupyter - Leaflet.js bridge.
MIT - category_encoders (π₯31 Β· β 2.5K Β· π) - A library of sklearn compatible categorical variable..
BSD-3 - explainerdashboard (π₯29 Β· β 2.4K Β· π) - Quickly build Explainable AI dashboards that show the..
MIT - gokart (π₯23 Β· β 330 Β· π) - Gokart solves reproducibility, task dependencies, constraints of good..
MIT - Orbit (π₯21 Β· β 2K Β· π) - A Python package for Bayesian forecasting with object-oriented..
Apache-2
Update: 2025.08.28
π 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.
- Streamlit (π₯47 Β· β 41K Β· π) - Streamlit A faster way to build and share data apps.
Apache-2 - Gradio (π₯45 Β· β 40K Β· π) - Wrap UIs around any model, share with anyone.
Apache-2 - triton (π₯44 Β· β 17K Β· π) - Development repository for the Triton language and compiler.
MIT - opencv-python (π₯38 Β· β 5K Β· π) - Automated CI toolchain to produce precompiled opencv-python,..
MIT - torchaudio (π₯37 Β· β 2.7K Β· π) - Data manipulation and transformation for audio signal..
BSD-2 - evaluate (π₯35 Β· β 2.3K Β· π) - Evaluate: A library for easily evaluating machine learning..
Apache-2 - TensorFlow Text (π₯35 Β· β 1.3K Β· π) - Making text a first-class citizen in TensorFlow.
Apache-2 - modAL (π₯30 Β· β 2.3K Β· π) - A modular active learning framework for Python.
MIT - imodels (π₯28 Β· β 1.5K Β· π) - Interpretable ML package for concise, transparent, and accurate..
MIT - quinn (π₯24 Β· β 670 Β· π€) - pyspark methods to enhance developer productivity.
Apache-2
π 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.
- PyTorch Sparse (π₯24 Β· β 1.1K Β· π) - PyTorch Extension Library of Optimized Autograd Sparse..
MIT - TextBox (π₯14 Β· β 1.1K Β· π) - TextBox 2.0 is a text generation library with pre-trained language..
MIT