best-of-ml-python

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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.

• jax (🥈44 · ⭐ 23K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• Catboost (🥈42 · ⭐ 7.1K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• GeoPandas (🥇40 · ⭐ 3.6K · 📈) - Python tools for geographic data. BSD-3
• DeepChem (🥇38 · ⭐ 4.3K · 📈) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
• MNE (🥇38 · ⭐ 2.2K · 📈) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• sentencepiece (🥇36 · ⭐ 7.1K · 📈) - Unsupervised text tokenizer for Neural Network-based.. Apache-2
• Annoy (🥈35 · ⭐ 11K · 📈) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• pytorch-forecasting (🥈29 · ⭐ 2.7K · 📈) - Time series forecasting with PyTorch. MIT
• scikit-survival (🥈29 · ⭐ 920 · 📈) - Survival analysis built on top of scikit-learn. ❗️GPL-3.0
• FATE (🥉26 · ⭐ 5K · 📈) - An Industrial Grade Federated Learning Framework. Apache-2

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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.

• scikit-image (🥇42 · ⭐ 5.3K · 📉) - Image processing in Python. ❗Unlicensed
• Gradio (🥇38 · ⭐ 16K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
• SageMaker SDK (🥈37 · ⭐ 1.8K · 📉) - A library for training and deploying machine learning.. Apache-2
• sktime (🥇36 · ⭐ 6.4K · 📉) - A unified framework for machine learning with time series. BSD-3
• Prophet (🥇35 · ⭐ 16K · 📉) - Tool for producing high quality forecasts for time series data that.. MIT
• ChatterBot (🥇35 · ⭐ 13K · 💀) - ChatterBot is a machine learning, conversational dialog engine.. BSD-3
• spark-nlp (🥇35 · ⭐ 3.2K · 📉) - State of the Art Natural Language Processing. Apache-2
• HoloViews (🥈35 · ⭐ 2.4K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• BentoML (🥈34 · ⭐ 4.7K · 📉) - Unified Model Serving Framework. Apache-2
• CuPy (🥉25 · ⭐ 6.8K · 📉) - NumPy & SciPy for GPU. MIT

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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 (🥇49 · ⭐ 11K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• CuPy (🥇38 · ⭐ 6.8K · 📈) - NumPy & SciPy for GPU. MIT
• Recommenders (🥇34 · ⭐ 15K · 📈) - Best Practices on Recommendation Systems. MIT
• textacy (🥈34 · ⭐ 2K · 📈) - NLP, before and after spaCy. Apache-2
• DeepSpeech (🥈33 · ⭐ 22K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• Coqui TTS (🥈33 · ⭐ 10K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• TF Model Optimization (🥈32 · ⭐ 1.4K · 📈) - A toolkit to optimize ML models for deployment for.. Apache-2
• gpustat (🥈30 · ⭐ 3.3K · 📈) - A simple command-line utility for querying and monitoring GPU status. MIT
• facenet-pytorch (🥉28 · ⭐ 3.4K · 📈) - Pretrained Pytorch face detection (MTCNN) and facial.. MIT
• model-card-toolkit (🥉21 · ⭐ 360 · 📈) - A toolkit that streamlines and automates the.. Apache-2

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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.

• MXNet (🥈38 · ⭐ 20K · 📉) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• PyTorch Image Models (🥇37 · ⭐ 25K · 📉) - PyTorch image models, scripts, pretrained weights --.. Apache-2
• MMDetection (🥇37 · ⭐ 24K · 📉) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• adapter-transformers (🥈32 · ⭐ 1.4K · 📉) - Huggingface Transformers + Adapters =. Apache-2 huggingface
• Qlib (🥈29 · ⭐ 11K · 📉) - Qlib is an AI-oriented quantitative investment platform, which aims.. MIT
• pretrainedmodels (🥇29 · ⭐ 8.7K · 💀) - Pretrained ConvNets for pytorch: NASNet, ResNeXt,.. BSD-3
• GluonCV (🥈29 · ⭐ 5.5K · 📉) - Gluon CV Toolkit. Apache-2
• PyCUDA (🥈29 · ⭐ 1.5K · 📉) - CUDA integration for Python, plus shiny features. MIT
• vidgear (🥉27 · ⭐ 2.7K · 📉) - A High-performance cross-platform Video Processing Python.. Apache-2
• PyText (🥉23 · ⭐ 6.4K · 📉) - A natural language modeling framework based on PyTorch. BSD-3

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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 (🥇43 · ⭐ 14K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• dash (🥇41 · ⭐ 18K · 📈) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
• Theano (🥈38 · ⭐ 9.7K · 📈) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• fastText (🥈35 · ⭐ 24K · 💤) - Library for fast text representation and classification. MIT
• jellyfish (🥈34 · ⭐ 1.8K · 📈) - a python library for doing approximate and phonetic matching of.. MIT
• Opacus (🥈30 · ⭐ 1.4K · 📈) - Training PyTorch models with differential privacy. Apache-2
• Augmentor (🥉28 · ⭐ 4.9K · 📈) - Image augmentation library in Python for machine learning. MIT
• fklearn (🥉25 · ⭐ 1.4K · 📈) - fklearn: Functional Machine Learning. Apache-2
• Auto TS (🥉20 · ⭐ 560 · 📈) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost.. Apache-2
• NeuroNER (🥉19 · ⭐ 1.6K · 💀) - Named-entity recognition using neural networks. Easy-to-use 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.

• scipy (🥇47 · ⭐ 11K · 📉) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• Altair (🥇41 · ⭐ 8.1K · 📉) - Declarative statistical visualization library for Python. BSD-3
• Gradio (🥇38 · ⭐ 15K · 📉) - Wrap UIs around any model, share with anyone. Apache-2
• tensorflow-hub (🥇35 · ⭐ 3.3K · 📉) - A library for transfer learning by reusing parts of.. Apache-2
• einops (🥈34 · ⭐ 6.6K · 📉) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
• PaddleHub (🥈32 · ⭐ 11K · 📉) - Awesome pre-trained models toolkit based on PaddlePaddle... Apache-2
• scikit-survival (🥈26 · ⭐ 920 · 📉) - Survival analysis built on top of scikit-learn. ❗️GPL-3.0
• sense2vec (🥉23 · ⭐ 1.5K · 📉) - Contextually-keyed word vectors. MIT
• pyvips (🥉23 · ⭐ 490 · 📉) - python binding for libvips using cffi. MIT
• LazyCluster (🥉12 · ⭐ 44 · 💀) - Distributed machine learning made simple. Apache-2

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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 (🥇47 · ⭐ 10K · 📈) - A computer algebra system written in pure Python. BSD-3
• spaCy (🥇44 · ⭐ 26K · 📈) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• dlib (🥈40 · ⭐ 12K · 📈) - A toolkit for making real world machine learning and data analysis.. ❗️BSL-1.0
• metrics (🥈35 · ⭐ 1.3K · 📈) - Machine learning metrics for distributed, scalable PyTorch.. Apache-2
• pingouin (🥈31 · ⭐ 1.3K · 📈) - Statistical package in Python based on Pandas. ❗️GPL-3.0
• StatsForecast (🥈29 · ⭐ 2.4K · 📈) - Lightning fast forecasting with statistical and.. Apache-2
• dstack (🥉25 · ⭐ 590 · 📈) - Define ML workflows as code and run via CLI. Use any cloud... MPL-2.0
• Torchmeta (🥉23 · ⭐ 1.8K · 💀) - A collection of extensions and data-loaders for few-shot.. MIT
• torch-cluster (🥉23 · ⭐ 620 · 📈) - PyTorch Extension Library of Optimized Graph Cluster.. MIT
• steppy (🥉16 · ⭐ 140 · 💀) - Lightweight, Python library for fast and reproducible experimentation. 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.

• TensorFlow Datasets (🥇36 · ⭐ 3.8K · 📉) - TFDS is a collection of datasets ready to use with.. Apache-2
• carla (🥇35 · ⭐ 9K · 📉) - Open-source simulator for autonomous driving research. MIT
• Albumentations (🥈34 · ⭐ 12K · 📉) - Fast image augmentation library and an easy-to-use.. MIT
• Netron (🥇33 · ⭐ 22K · 📉) - Visualizer for neural network, deep learning, and machine.. MIT
• tensor2tensor (🥈33 · ⭐ 13K · 📉) - Library of deep learning models and datasets designed.. Apache-2
• Datasette (🥈33 · ⭐ 7.3K · 📉) - An open source multi-tool for exploring and publishing data. Apache-2
• librosa (🥈33 · ⭐ 5.8K · 📉) - Python library for audio and music analysis. ISC
• fastText (🥈32 · ⭐ 24K · 💤) - Library for fast text representation and classification. MIT
• CuPy (🥉25 · ⭐ 6.7K · 📉) - NumPy & SciPy for GPU. MIT
• DeepSpeech (🥉23 · ⭐ 21K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

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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 (🥇41 · ⭐ 23K · 📈) - Streamlit The fastest way to build data apps in Python. Apache-2
• Altair (🥇41 · ⭐ 8.1K · 📈) - Declarative statistical visualization library for Python. BSD-3
• flair (🥇40 · ⭐ 13K · 📈) - A very simple framework for state-of-the-art Natural Language.. MIT
• stanza (🥈34 · ⭐ 6.5K · 📈) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
• plotnine (🥈34 · ⭐ 3.4K · 📈) - A grammar of graphics for Python. MIT
• scikit-multilearn (🥈30 · ⭐ 820 · 📈) - A scikit-learn based module for multi-label et. al... BSD-2
• Sentinelsat (🥉29 · ⭐ 860 · 📈) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• Pillow-SIMD (🥉28 · ⭐ 1.9K · 💤) - The friendly PIL fork. ❗️PIL
• quinn (🥉26 · ⭐ 430 · 📈) - pyspark methods to enhance developer productivity. Apache-2
• scikit-posthocs (🥉22 · ⭐ 270 · 📈) - Multiple Pairwise Comparisons (Post Hoc) Tests in.. 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.

• spaCy (🥇42 · ⭐ 26K · 📉) - Industrial-strength Natural Language Processing (NLP) in Python. MIT
• fairseq (🥇36 · ⭐ 21K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• pyproj (🥈36 · ⭐ 860 · 📉) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• TextBlob (🥈35 · ⭐ 8.5K · 📉) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT
• metrics (🥈31 · ⭐ 1.3K · 📉) - Machine learning metrics for distributed, scalable PyTorch.. Apache-2
• pingouin (🥉28 · ⭐ 1.3K · 📉) - Statistical package in Python based on Pandas. ❗️GPL-3.0
• pandas-profiling (🥉27 · ⭐ 10K · 📉) - Deprecated pandas-profiling package, use ydata-.. MIT
• StatsForecast (🥈27 · ⭐ 2.3K · 📉) - Lightning fast forecasting with statistical and.. Apache-2
• Torchmeta (🥉20 · ⭐ 1.8K · 💀) - A collection of extensions and data-loaders for few-shot.. MIT
• steppy (🥉14 · ⭐ 140 · 💀) - Lightweight, Python library for fast and reproducible experimentation. MIT

📈 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

📈 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

📈 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

📈 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

📈 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
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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.

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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.

• GeoPandas (🥈37 · ⭐ 3.5K · 📉) - Python tools for geographic data. BSD-3
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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.

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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.

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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.

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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.

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➕ Added Projects

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

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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.

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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.

• transformers (🥇49 · ⭐ 78K · 📉) - Transformers: State-of-the-art Machine Learning for.. Apache-2
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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.

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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
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• kapre (🥉19 · ⭐ 870 · 📉) - kapre: Keras Audio Preprocessors. MIT
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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.

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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.

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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.

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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.

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• MMDetection (🥇38 · ⭐ 22K · 📈) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
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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.

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