Update: 2022.12.29

📈 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 (🥇55 · ⭐ 170K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• Seaborn (🥇44 · ⭐ 10K · 📈) - Statistical data visualization in Python. BSD-3
• MXNet (🥈38 · ⭐ 20K · 📈) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• CuPy (🥇38 · ⭐ 6.6K · 📈) - NumPy & SciPy for GPU. MIT
• carla (🥇37 · ⭐ 8.6K · 📈) - Open-source simulator for autonomous driving research. MIT
• DeepSpeech (🥇35 · ⭐ 21K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• NiBabel (🥇34 · ⭐ 510 · 📈) - Python package to access a cacophony of neuro-imaging file formats. MIT
• Sonnet (🥉33 · ⭐ 9.5K · 📈) - TensorFlow-based neural network library. Apache-2
• imageai (🥈33 · ⭐ 7.4K · 📈) - A python library built to empower developers to build applications.. MIT
• jaxdf (🥉13 · ⭐ 65 · 📈) - A JAX-based research framework for writing differentiable.. ❗️LGPL-3.0

📉 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 · ⭐ 11K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• Streamlit (🥇40 · ⭐ 22K · 📉) - Streamlit The fastest way to build data apps in Python. Apache-2
• PaddleOCR (🥇37 · ⭐ 27K · 📉) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• fairseq (🥇36 · ⭐ 20K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• dgl (🥇36 · ⭐ 11K · 📉) - Python package built to ease deep learning on graph, on top of.. Apache-2
• AllenNLP (🥈35 · ⭐ 11K · 📉) - An open-source NLP research library, built on PyTorch. Apache-2
• TF Addons (🥈35 · ⭐ 1.6K · 📉) - Useful extra functionality for TensorFlow 2.x maintained.. Apache-2
• pyecharts (🥈34 · ⭐ 13K · 📉) - Python Echarts Plotting Library. MIT
• HoloViews (🥈34 · ⭐ 2.3K · 📉) - With Holoviews, your data visualizes itself. BSD-3
• Dopamine (🥈27 · ⭐ 10K · 📉) - Dopamine is a research framework for fast prototyping of.. Apache-2

Update: 2022.12.15

📈 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 (🥇45 · ⭐ 23K · 📈) - Ray is a unified framework for scaling AI and Python applications. Ray.. Apache-2
• nltk (🥇44 · ⭐ 11K · 📈) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• featuretools (🥇35 · ⭐ 6.4K · 📈) - An open source python library for automated feature.. BSD-3
• Qlib (🥇32 · ⭐ 10K · 📈) - Qlib is an AI-oriented quantitative investment platform, which aims.. MIT
• mpld3 (🥉29 · ⭐ 2.2K · 📈) - D3 Renderings of Matplotlib Graphics. BSD-3
• doctr (🥈29 · ⭐ 1.4K · 📈) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2
• Streamz (🥈29 · ⭐ 1.1K · 📈) - Real-time stream processing for python. BSD-3
• lkpy (🥉23 · ⭐ 220 · 📈) - Python recommendation toolkit. MIT
• miceforest (🥇22 · ⭐ 200 · 📈) - Multiple Imputation with LightGBM in Python. MIT
• combo (🥉21 · ⭐ 600 · 📈) - (AAAI 20) A Python Toolbox for Machine Learning Model.. BSD-2 xgboost

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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.

• jax (🥈43 · ⭐ 21K · 📉) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• MXNet (🥈36 · ⭐ 20K · 📉) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• EasyOCR (🥇34 · ⭐ 17K · 📉) - Ready-to-use OCR with 80+ supported languages and all popular.. Apache-2
• glfw (🥈34 · ⭐ 10K · 📉) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and input. ❗️Zlib
• ParlAI (🥈34 · ⭐ 9.7K · 📉) - A framework for training and evaluating AI models on a variety of.. MIT
• arviz (🥇34 · ⭐ 1.3K · 📉) - Exploratory analysis of Bayesian models with Python. Apache-2
• Netron (🥇33 · ⭐ 21K · 📉) - Visualizer for neural network, deep learning, and machine.. MIT
• ClearML (🥈33 · ⭐ 3.8K · 📉) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2
• DeepSpeech (🥉22 · ⭐ 21K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

Update: 2022.12.08

📈 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.

• Rasa (🥇41 · ⭐ 15K · 📈) - Open source machine learning framework to automate text- and.. Apache-2
• einops (🥈34 · ⭐ 6.1K · 📈) - Deep learning operations reinvented (for pytorch, tensorflow, jax and.. MIT
• haystack (🥈33 · ⭐ 6.2K · 📈) - Haystack is an open source NLP framework that leverages pre-.. Apache-2
• BentoML (🥇33 · ⭐ 4.3K · 📈) - Unified Model Serving Framework. Apache-2
• spleeter (🥈32 · ⭐ 21K · 📈) - Deezer source separation library including pretrained models. MIT
• DoWhy (🥈30 · ⭐ 5.4K · 📈) - DoWhy is a Python library for causal inference that supports explicit.. MIT
• Norfair (🥉28 · ⭐ 1.7K · 📈) - Lightweight Python library for adding real-time multi-object.. BSD-3
• LIT (🥈26 · ⭐ 3K · 📈) - The Language Interpretability Tool: Interactively analyze NLP models.. Apache-2
• keras-ocr (🥉25 · ⭐ 1.1K · 💤) - A packaged and flexible version of the CRAFT text detector.. MIT
• iNNvestigate (🥉24 · ⭐ 1.1K · 📈) - A toolbox to iNNvestigate neural networks predictions!. BSD-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.

• Bokeh (🥇42 · ⭐ 17K · 📉) - Interactive Data Visualization in the browser, from Python. BSD-3
• horovod (🥇37 · ⭐ 13K · 📉) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
• pyproj (🥈36 · ⭐ 820 · 📉) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• MLxtend (🥇35 · ⭐ 4.2K · 📉) - A library of extension and helper modules for Pythons data.. BSD-3
• PyQtGraph (🥈35 · ⭐ 3K · 📉) - Fast data visualization and GUI tools for scientific / engineering.. MIT
• Prophet (🥇34 · ⭐ 15K · 📉) - Tool for producing high quality forecasts for time series data that.. MIT
• DeepSpeed (🥈34 · ⭐ 8.3K · 📉) - DeepSpeed is a deep learning optimization library that makes.. MIT
• ImageHash (🥈31 · ⭐ 2.6K · 📉) - A Python Perceptual Image Hashing Module. BSD-2
• scenic (🥉19 · ⭐ 1.6K · 📉) - Scenic: A Jax Library for Computer Vision Research and Beyond. Apache-2
• combo (🥉18 · ⭐ 600 · 📉) - (AAAI 20) A Python Toolbox for Machine Learning Model.. BSD-2 xgboost

Update: 2022.12.01

📈 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.

• PySpark (🥇44 · ⭐ 34K · 📈) - Apache Spark Python API. Apache-2
• LightGBM (🥈43 · ⭐ 14K · 📈) - A fast, distributed, high performance gradient boosting (GBT, GBDT,.. MIT
• pyproj (🥈37 · ⭐ 820 · 📈) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• DeepSpeech (🥇35 · ⭐ 21K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• adapter-transformers (🥇34 · ⭐ 1.1K · 📈) - Huggingface Transformers + Adapters =. Apache-2 huggingface
• Orbit (🥉26 · ⭐ 1.5K · 📈) - A Python package for Bayesian forecasting with object-oriented.. Apache-2
• uber/orbit (🥉26 · ⭐ 1.5K · 📈) - A Python package for Bayesian forecasting with object-.. Apache-2
• pymap3d (🥉26 · ⭐ 290 · 📈) - pure-Python (Numpy optional) 3D coordinate conversions for geospace.. BSD-2
• Backtesting.py (🥉22 · ⭐ 3K · 📈) - Backtest trading strategies in Python. ❗️AGPL-3.0
• Vulkan Kompute (🥉22 · ⭐ 1K · 📈) - General purpose GPU compute framework built on Vulkan to.. 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 · ⭐ 9.8K · 📉) - A computer algebra system written in pure Python. BSD-3
• nltk (🥇43 · ⭐ 11K · 📉) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• scikit-image (🥇43 · ⭐ 5.1K · 📉) - Image processing in Python. BSD-2
• onnx (🥇40 · ⭐ 14K · 📉) - Open standard for machine learning interoperability. Apache-2
• shap (🥇38 · ⭐ 18K · 📉) - A game theoretic approach to explain the output of any machine learning.. MIT
• fairseq (🥇36 · ⭐ 20K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• tensorboardX (🥈32 · ⭐ 7.5K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• CuPy (🥈25 · ⭐ 6.5K · 📉) - NumPy & SciPy for GPU. MIT
• PyFlux (🥉22 · ⭐ 2K · 💀) - Open source time series library for Python. BSD-3
• PyWaffle (🥉19 · ⭐ 520 · 📉) - Make Waffle Charts in Python. MIT

Update: 2022.11.24

📈 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.

• Tensorflow (🥇55 · ⭐ 170K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• Catboost (🥈40 · ⭐ 6.8K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• fairseq (🥇39 · ⭐ 20K · 📈) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• MMDetection (🥇38 · ⭐ 22K · 📈) - OpenMMLab Detection Toolbox and Benchmark. Apache-2
• horovod (🥇38 · ⭐ 13K · 📈) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
• DALEX (🥉25 · ⭐ 1.1K · 📈) - moDel Agnostic Language for Exploration and eXplanation. ❗️GPL-3.0
• tensorrec (🥉24 · ⭐ 1.2K · 💀) - A TensorFlow recommendation algorithm and framework in.. Apache-2
• stockstats (🥉24 · ⭐ 1.1K · 📈) - Supply a wrapper StockDataFrame based on the.. BSD-3
• FinTA (🥉23 · ⭐ 1.8K · 📈) - Common financial technical indicators implemented in Pandas. ❗️LGPL-3.0
• Maze (🥉15 · ⭐ 220 · 📈) - Maze Applied Reinforcement Learning Framework. ❗️Custom

📉 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.

• OpenAI Gym (🥇41 · ⭐ 29K · 📉) - A toolkit for developing and comparing reinforcement learning.. MIT
• pytorch-lightning (🥈40 · ⭐ 21K · 📉) - Build and train PyTorch models and connect them to.. Apache-2
• dask.distributed (🥇40 · ⭐ 1.4K · 📉) - A distributed task scheduler for Dask. BSD-3
• gensim (🥇39 · ⭐ 14K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1
• spark-nlp (🥇36 · ⭐ 3K · 📉) - State of the Art Natural Language Processing. Apache-2
• pyproj (🥈36 · ⭐ 820 · 📉) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• glfw (🥈35 · ⭐ 9.9K · 📉) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and.. ❗️Zlib
• PyVista (🥈32 · ⭐ 1.6K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• PyText (🥉25 · ⭐ 6.4K · 📉) - A natural language modeling framework based on PyTorch. BSD-3
• DeepSpeech (🥉23 · ⭐ 20K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0

Update: 2022.11.17

📈 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.

• transformers (🥇50 · ⭐ 74K · 📈) - Transformers: State-of-the-art Machine Learning for.. Apache-2
• dask.distributed (🥇41 · ⭐ 1.4K · 📈) - A distributed task scheduler for Dask. BSD-3
• CuPy (🥇38 · ⭐ 6.5K · 📈) - NumPy & SciPy for GPU. MIT
• Rasterio (🥇38 · ⭐ 1.8K · 📈) - Rasterio reads and writes geospatial raster datasets. BSD-3
• dgl (🥇37 · ⭐ 11K · 📈) - Python package built to ease deep learning on graph, on top of.. Apache-2
• geopy (🥈36 · ⭐ 3.8K · 📈) - Geocoding library for Python. MIT
• DeepSpeech (🥇35 · ⭐ 21K · 💤) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• bt (🥉26 · ⭐ 1.5K · 📈) - bt - flexible backtesting for Python. MIT
• Vulkan Kompute (🥉20 · ⭐ 1K · 📈) - General purpose GPU compute framework built on Vulkan to.. Apache-2
• model-card-toolkit (🥉19 · ⭐ 320 · 📈) - a tool that leverages rich metadata and lineage.. 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.

• Matplotlib (🥇49 · ⭐ 16K · 📉) - matplotlib: plotting with Python. Python-2.0
• MXNet (🥈37 · ⭐ 20K · 📉) - Lightweight, Portable, Flexible Distributed/Mobile Deep.. Apache-2
• horovod (🥇37 · ⭐ 13K · 📉) - Distributed training framework for TensorFlow, Keras, PyTorch,.. Apache-2
• ParlAI (🥈34 · ⭐ 9.5K · 📉) - A framework for training and evaluating AI models on a variety of.. MIT
• Wand (🥈34 · ⭐ 1.2K · 📉) - The ctypes-based simple ImageMagick binding for Python. MIT
• Netron (🥇33 · ⭐ 21K · 📉) - Visualizer for neural network, deep learning, and machine.. MIT
• auto-sklearn (🥇33 · ⭐ 6.6K · 📉) - Automated Machine Learning with scikit-learn. BSD-3
• Bayesian Optimization (🥇33 · ⭐ 6.4K · 📉) - A Python implementation of global optimization with.. MIT
• Ignite (🥉30 · ⭐ 4.1K · 📉) - High-level library to help with training and evaluating neural.. BSD-3
• Feature Engine (🥉22 · ⭐ 1.1K · 📉) - Feature engineering package with sklearn like functionality. BSD-3

Update: 2022.11.10

📈 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 (🥇47 · ⭐ 9.8K · 📈) - A computer algebra system written in pure Python. BSD-3
• pytorch-lightning (🥈41 · ⭐ 21K · 📈) - Build and train PyTorch models and connect them to.. Apache-2
• TF-Agents (🥇34 · ⭐ 2.4K · 📈) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• Ignite (🥉33 · ⭐ 4.1K · 📈) - High-level library to help with training and evaluating neural.. BSD-3
• TensorFlow Text (🥈33 · ⭐ 1K · 📈) - Making text a first-class citizen in TensorFlow. Apache-2
• DeepPavlov (🥈32 · ⭐ 5.9K · 📈) - An open source library for deep learning end-to-end.. Apache-2
• mahotas (🥈29 · ⭐ 780 · 📈) - Computer Vision in Python. MIT
• tinygrad (🥈26 · ⭐ 8.7K · 📈) - You like pytorch? You like micrograd? You love tinygrad!. MIT
• prettymaps (🥉23 · ⭐ 8.9K · 📈) - A small set of Python functions to draw pretty maps from.. ❗️AGPL-3.0
• ivis (🥉19 · ⭐ 280 · 📈) - Dimensionality reduction in very large datasets using Siamese.. 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.

• Plotly (🥇41 · ⭐ 12K · 📉) - The interactive graphing library for Python (includes Plotly Express). MIT
• GeoPandas (🥈36 · ⭐ 3.4K · 📉) - Python tools for geographic data. BSD-3
• Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• sentencepiece (🥈35 · ⭐ 6.3K · 📉) - Unsupervised text tokenizer for Neural Network-based.. Apache-2
• PyVista (🥈34 · ⭐ 1.5K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• tensor2tensor (🥈33 · ⭐ 13K · 📉) - Library of deep learning models and datasets designed.. Apache-2
• Annoy (🥈33 · ⭐ 10K · 📉) - Approximate Nearest Neighbors in C++/Python optimized for memory.. Apache-2
• DEAP (🥈32 · ⭐ 4.9K · 📉) - Distributed Evolutionary Algorithms in Python. ❗️LGPL-3.0
• GPyTorch (🥈32 · ⭐ 2.9K · 📉) - A highly efficient and modular implementation of Gaussian.. MIT
• CuPy (🥈25 · ⭐ 6.4K · 📉) - NumPy & SciPy for GPU. MIT

Update: 2022.11.03

📈 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 (🥇55 · ⭐ 170K · 📈) - An Open Source Machine Learning Framework for Everyone. Apache-2
• PyTorch (🥇50 · ⭐ 60K · 📈) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• networkx (🥇44 · ⭐ 12K · 📈) - Network Analysis in Python. BSD-3
• StatsModels (🥇44 · ⭐ 7.9K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• DVC (🥇40 · ⭐ 11K · 📈) - Data Version Control | Git for Data & Models | ML Experiments.. Apache-2
• Catboost (🥈39 · ⭐ 6.8K · 📈) - A fast, scalable, high performance Gradient Boosting on.. Apache-2
• Altair (🥈38 · ⭐ 7.8K · 📈) - Declarative statistical visualization library for Python. BSD-3
• CuPy (🥇38 · ⭐ 6.4K · 📈) - NumPy & SciPy for GPU. MIT
• yfinance (🥇37 · ⭐ 7.9K · 📈) - Download market data from Yahoo! Finances API. Apache-2
• Feature Engine (🥉24 · ⭐ 1.1K · 📈) - Feature engineering package with sklearn like functionality. 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.

• fairseq (🥇38 · ⭐ 20K · 📉) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• flair (🥇38 · ⭐ 12K · 📉) - A very simple framework for state-of-the-art Natural Language.. MIT
• GeoPandas (🥇37 · ⭐ 3.4K · 📉) - Python tools for geographic data. BSD-3
• spark-nlp (🥇37 · ⭐ 3K · 📉) - State of the Art Natural Language Processing. Apache-2
• MNE (🥇37 · ⭐ 2.1K · 📉) - MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in.. BSD-3
• Neptune.ai (🥈29 · ⭐ 340 · 📉) - Experiment tracking tool and model registry. Apache-2
• mpld3 (🥉27 · ⭐ 2.2K · 📉) - D3 Renderings of Matplotlib Graphics. BSD-3
• Neuraxle (🥉21 · ⭐ 550 · 📉) - The worlds cleanest AutoML library - Do hyperparameter tuning.. Apache-2
• NeoML (🥉20 · ⭐ 700 · 📉) - Machine learning framework for both deep learning and traditional.. Apache-2
• scikit-posthocs (🥉20 · ⭐ 260 · 📉) - Multiple Pairwise Comparisons (Post Hoc) Tests in.. MIT

Update: 2022.10.27

📈 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.

• Plotly (🥇42 · ⭐ 12K · 📈) - The interactive graphing library for Python (includes Plotly Express). MIT
• PyMC3 (🥇40 · ⭐ 7.1K · 📈) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• Rasa (🥇39 · ⭐ 15K · 📈) - Open source machine learning framework to automate text- and.. Apache-2
• glfw (🥈36 · ⭐ 9.7K · 📈) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and.. ❗️Zlib
• tensor2tensor (🥈34 · ⭐ 13K · 📈) - Library of deep learning models and datasets designed.. Apache-2
• Bayesian Optimization (🥇34 · ⭐ 6.4K · 📈) - A Python implementation of global optimization with.. MIT
• NeuralProphet (🥇33 · ⭐ 2.6K · 📈) - NeuralProphet: A simple forecasting package. MIT
• TF Ranking (🥈29 · ⭐ 2.6K · 📈) - Learning to Rank in TensorFlow. Apache-2
• Image Deduplicator (🥉25 · ⭐ 4.2K · 📈) - Finding duplicate images made easy!. Apache-2
• Pytorch Toolbelt (🥈24 · ⭐ 1.3K · 📈) - 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.

• pyproj (🥈36 · ⭐ 810 · 📉) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• Flax (🥈35 · ⭐ 3.7K · 📉) - Flax is a neural network library for JAX that is designed for.. Apache-2
• PyVista (🥈34 · ⭐ 1.5K · 📉) - 3D plotting and mesh analysis through a streamlined interface.. MIT
• Metaflow (🥈32 · ⭐ 6.1K · 📉) - Build and manage real-life data science projects with ease!. Apache-2
• haystack (🥈31 · ⭐ 5.9K · 📉) - Haystack is an open source NLP framework that leverages pre-.. Apache-2
• VisualDL (🥈31 · ⭐ 4.5K · 📉) - Deep Learning Visualization Toolkit. Apache-2
• TF-Agents (🥇31 · ⭐ 2.4K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• Ignite (🥉30 · ⭐ 4.1K · 📉) - High-level library to help with training and evaluating neural.. BSD-3
• Feature Engine (🥉21 · ⭐ 1.1K · 📉) - Feature engineering package with sklearn like functionality. BSD-3
• kglib (🥉17 · ⭐ 520 · 📉) - TypeDB-ML is the Machine Learning integrations library for TypeDB. Apache-2

Update: 2022.10.20

📈 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 (🥇41 · ⭐ 21K · 📈) - Streamlit The fastest way to build data apps in Python. Apache-2
• pytorch-lightning (🥈40 · ⭐ 20K · 📈) - Build and train PyTorch models and connect them to.. Apache-2
• fairseq (🥇39 · ⭐ 19K · 📈) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• GeoPandas (🥇38 · ⭐ 3.4K · 📈) - Python tools for geographic data. BSD-3
• pyproj (🥈37 · ⭐ 800 · 📈) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• tensorflow-hub (🥈35 · ⭐ 3.2K · 📈) - A library for transfer learning by reusing parts of.. Apache-2
• Pyro (🥇34 · ⭐ 7.6K · 📈) - Deep universal probabilistic programming with Python and PyTorch. Apache-2
• Fiona (🥈34 · ⭐ 960 · 💤) - Fiona reads and writes geographic data files. BSD-3
• Metaflow (🥈33 · ⭐ 6.1K · 📈) - Build and manage real-life data science projects with ease!. Apache-2
• polyglot (🥈27 · ⭐ 2.1K · 💀) - Multilingual text (NLP) processing toolkit. ❗️GPL-3.0

📉 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 (🥇49 · ⭐ 60K · 📉) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3
• Plotly (🥇41 · ⭐ 12K · 📉) - The interactive graphing library for Python (includes Plotly Express). MIT
• PyMC3 (🥇39 · ⭐ 7.1K · 📉) - Probabilistic Programming in Python: Bayesian Modeling and.. Apache-2
• Shapely (🥈37 · ⭐ 3K · 📉) - Manipulation and analysis of geometric objects. BSD-3
• PyCaret (🥈36 · ⭐ 6.4K · 📉) - An open-source, low-code machine learning library in Python. MIT
• Tensorflow (🥈35 · ⭐ 170K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• DeepChem (🥇33 · ⭐ 3.9K · 📉) - Democratizing Deep-Learning for Drug Discovery, Quantum.. MIT
• Spektral (🥈26 · ⭐ 2.2K · 📉) - Graph Neural Networks with Keras and Tensorflow 2. MIT
• CuPy (🥈25 · ⭐ 6.4K · 📉) - NumPy & SciPy for GPU. MIT
• DeepSpeech (🥉23 · ⭐ 20K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0