Update: 2021.01.28

📈 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.

• AllenNLP (🥇32 · ⭐ 9.6K · 📈) - An open-source NLP research library, built on PyTorch. Apache-2
• GeoPandas (🥈31 · ⭐ 2.4K · 📈) - Python tools for geographic data. BSD-3
• snowballstemmer (🥇30 · ⭐ 470 · 📈) - Snowball compiler and stemming algorithms. BSD-3
• dbt (🥈29 · ⭐ 2.4K · 📈) - dbt (data build tool) enables data analysts and engineers to.. Apache-2
• Pyro (🥈28 · ⭐ 6.7K · 📈) - Deep universal probabilistic programming with Python and PyTorch. Apache-2
• faust (🥈28 · ⭐ 5.2K · 📈) - Python Stream Processing. BSD-3
• stanza (🥈28 · ⭐ 5.1K · 📈) - Official Stanford NLP Python Library for Many Human Languages. Apache-2
• CleverHans (🥇27 · ⭐ 4.9K · 📈) - An adversarial example library for constructing attacks,.. MIT
• contextual-ai (🥉15 · ⭐ 66 · 📈) - Contextual AI adds explainability to different stages of.. Apache-2
• ONNX-T5 (🥉13 · ⭐ 140 · 🐣) - Summarization, translation, sentiment-analysis, text-generation.. Apache-2

➕ Added Projects

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

• D-Tale (🥉21 · ⭐ 2K · ➕) - Visualizer for pandas data structures. ❗️LGPL-2.1
• CausalNex (🥉19 · ⭐ 950 · ➕) - A Python library that helps data scientists to infer.. Apache-2
• Mozart (🥉10 · ⭐ 220 · 🐣) - An optical music recognition (OMR) system. Converts sheet.. Apache-2

Update: 2021.01.21

📈 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.

• Tesseract (🥇30 · ⭐ 3.4K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• SageMaker SDK (🥇30 · ⭐ 1.3K · 📈) - A library for training and deploying machine learning.. Apache-2
• Bottleneck (🥈29 · ⭐ 570 · 📈) - Fast NumPy array functions written in C. BSD-2
• OpenNMT (🥈28 · ⭐ 4.8K · 📈) - Open Source Neural Machine Translation in PyTorch. MIT
• dyNET (🥉28 · ⭐ 3.2K · 📈) - DyNet: The Dynamic Neural Network Toolkit. Apache-2
• tslearn (🥇28 · ⭐ 1.4K · 📈) - A machine learning toolkit dedicated to time-series data. BSD-2
• PDFMiner (🥉27 · ⭐ 4.5K · 💤) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT
• ftfy (🥈26 · ⭐ 2.9K · 📈) - Fixes mojibake and other glitches in Unicode text, after the fact. MIT
• Pythran (🥈26 · ⭐ 1.5K · 📈) - Ahead of Time compiler for numeric kernels. BSD-3
• Larq Compute Engine (🥉17 · ⭐ 120 · 📈) - Highly optimized inference engine for Binarized.. 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.

• scikit-optimize (🥇30 · ⭐ 2K · 📉) - Sequential model-based optimization with a.. BSD-3
• TPOT (🥇29 · ⭐ 7.8K · 📉) - A Python Automated Machine Learning tool that optimizes.. ❗️LGPL-3.0
• featuretools (🥈27 · ⭐ 5.3K · 📉) - An open source python library for automated feature.. BSD-3
• pyLDAvis (🥇27 · ⭐ 1.4K · 📉) - Python library for interactive topic model visualization... BSD-3
• espnet (🥉24 · ⭐ 3.3K · 📉) - End-to-End Speech Processing Toolkit. Apache-2
• Essentia (🥉22 · ⭐ 1.7K · 📉) - C++ library for audio and music analysis, description and.. ❗️AGPL-3.0
• GPUtil (🥈22 · ⭐ 660 · 💀) - A Python module for getting the GPU status from NVIDA GPUs using.. MIT
• hiddenlayer (🥉19 · ⭐ 1.4K · 💤) - Neural network graphs and training metrics for.. MIT
• finetune (🥉19 · ⭐ 630 · 📉) - Scikit-learn style model finetuning for NLP. MPL-2.0
• scikit-rebate (🥉19 · ⭐ 300 · 📉) - A scikit-learn-compatible Python implementation of.. MIT

➕ Added Projects

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

• PyFlink (🥈33 · ⭐ 15K · ➕) - Apache Flink Python API. Apache-2
• pydeck (🥇33 · ⭐ 8.3K · ➕) - WebGL2 powered geospatial visualization layers. MIT
• openpyxl (🥉22 · ⭐ 17 · ➕) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT
• Objax (🥉18 · ⭐ 550 · 🐣) - Objax is a machine learning framework that provides an Object.. Apache-2 jax
• Vulkan Kompute (🥉16 · ⭐ 290 · 🐣) - General purpose GPU compute framework for cross vendor.. Apache-2
• pyRDF2Vec (🥉15 · ⭐ 79 · ➕) - Python Implementation and Extension of RDF2Vec. MIT

Update: 2021.01.17

📈 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.

• Pillow (🥇39 · ⭐ 8.1K · 📈) - The friendly PIL fork (Python Imaging Library). ❗️PIL
• python-magic (🥈31 · ⭐ 1.8K · 📈) - A python wrapper for libmagic. MIT
• fastText (🥇30 · ⭐ 22K · 📈) - Library for fast text representation and classification. MIT
• PyOD (🥇29 · ⭐ 4K · 📈) - A Python Toolbox for Scalable Outlier Detection (Anomaly Detection). BSD-2
• Tokenizers (🥈28 · ⭐ 4.2K · 📈) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
• imutils (🥈28 · ⭐ 3.5K · 📈) - A series of convenience functions to make basic image processing.. MIT
• arviz (🥇28 · ⭐ 930 · 📈) - Exploratory analysis of Bayesian models with Python. Apache-2
• Dagster (🥈27 · ⭐ 2.8K · 📈) - A data orchestrator for machine learning, analytics, and ETL. Apache-2
• Jina (🥈27 · ⭐ 1.9K · 📈) - An easier way to build neural search in the cloud. Apache-2
• zarr (🥉27 · ⭐ 620 · 📈) - An implementation of chunked, compressed, N-dimensional arrays for Python. 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.

• Tesseract (🥇29 · ⭐ 3.4K · 📉) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• SageMaker SDK (🥈29 · ⭐ 1.3K · 📉) - A library for training and deploying machine learning.. Apache-2
• Flax (🥉27 · ⭐ 1.4K · 📉) - Flax is a neural network ecosystem for JAX that is designed for.. Apache-2 jax
• Dopamine (🥈26 · ⭐ 9.3K · 📉) - Dopamine is a research framework for fast prototyping of.. Apache-2
• Ludwig (🥉25 · ⭐ 7.4K · 📉) - Ludwig is a toolbox that allows to train and evaluate deep.. Apache-2
• Captum (🥈25 · ⭐ 2.1K · 📉) - Model interpretability and understanding for PyTorch. BSD-3
• Stable Baselines (🥈24 · ⭐ 2.8K · 📉) - A fork of OpenAI Baselines, implementations of.. MIT
• Singer (🥉23 · ⭐ 670 · 📉) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0
• neon (🥉22 · ⭐ 3.9K · 💀) - Intel Nervana reference deep learning framework committed to best.. Apache-2

➕ Added Projects

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

• sentence-transformers (🥈28 · ⭐ 3.9K · ➕) - Multilingual Sentence Embeddings using BERT / RoBERTa.. Apache-2 bert xlnet
• Gradio (🥉23 · ⭐ 1.9K · ➕) - Wrap UIs around any model, share with anyone. Apache-2
• Cornac (🥈22 · ⭐ 300 · ➕) - A Comparative Framework for Multimodal Recommender Systems. Apache-2
• Caer (🥉21 · ⭐ 310 · 🐣) - A lightweight Computer Vision library. Scale your models, not boilerplate. MIT
• FiftyOne (🥉18 · ⭐ 180 · ➕) - Visualize, create, and debug image and video datasets.. Apache-2
• celer (🥉17 · ⭐ 100 · ➕) - Fast sklearn solvers for sparse problems (group Lasso, adaptive.. BSD-3
• imodels (🥉16 · ⭐ 140 · ➕) - Interpretable ML package for concise, transparent, and accurate.. MIT

Update: 2021.01.12

📈 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.

• Matplotlib (🥇41 · ⭐ 13K · 📈) - matplotlib: plotting with Python. Python-2.0
• torchvision (🥇36 · ⭐ 8.1K · 📈) - Datasets, Transforms and Models specific to Computer.. BSD-3
• TPOT (🥇30 · ⭐ 7.7K · 📈) - A Python Automated Machine Learning tool that optimizes.. ❗️LGPL-3.0
• Faiss (🥇29 · ⭐ 12K · 📈) - A library for efficient similarity search and clustering of dense vectors. MIT
• UMAP (🥈29 · ⭐ 4.4K · 📈) - Uniform Manifold Approximation and Projection. BSD-3
• tsfresh (🥇27 · ⭐ 5.3K · 📈) - Automatic extraction of relevant features from time series:. MIT
• Captum (🥈26 · ⭐ 2.1K · 📈) - Model interpretability and understanding for PyTorch. BSD-3
• TensorFlowOnSpark (🥈25 · ⭐ 3.6K · 📈) - TensorFlowOnSpark brings TensorFlow programs to.. Apache-2
• TreeInterpreter (🥈23 · ⭐ 640 · 📈) - Package for interpreting scikit-learn's decision tree.. BSD-3
• PARL (🥉21 · ⭐ 1.8K · 📈) - A high-performance distributed training framework for.. 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.

• Albumentations (🥈28 · ⭐ 7K · 📉) - Fast image augmentation library and easy to use wrapper.. MIT
• faust (🥈27 · ⭐ 5.2K · 📉) - Python Stream Processing. BSD-3
• Tokenizers (🥈27 · ⭐ 4.2K · 📉) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
• TF Model Optimization (🥈26 · ⭐ 940 · 📉) - A toolkit to optimize ML models for deployment for.. Apache-2
• spleeter (🥈25 · ⭐ 15K · 📉) - Deezer source separation library including pretrained models. MIT
• nevergrad (🥈25 · ⭐ 2.8K · 📉) - A Python toolbox for performing gradient-free optimization. MIT
• Foolbox (🥇25 · ⭐ 1.8K · 📉) - A Python toolbox to create adversarial examples that fool neural.. MIT
• facenet-pytorch (🥈25 · ⭐ 1.8K · 📉) - Pretrained Pytorch face detection (MTCNN) and.. MIT
• fastNLP (🥈24 · ⭐ 2K · 📉) - fastNLP: A Modularized and Extensible NLP Framework. Currently.. Apache-2
• CLTK (🥈24 · ⭐ 630 · 📉) - The Classical Language Toolkit. MIT

➕ Added Projects

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

• joblib (🥇35 · ⭐ 2.3K · ➕) - Computing with Python functions. BSD-3
• dask.distributed (🥇34 · ⭐ 1.1K · ➕) - A distributed task scheduler for Dask. BSD-3
• rq (🥇33 · ⭐ 7.5K · ➕) - Simple job queues for Python. BSD-3
• Shapely (🥇33 · ⭐ 2.1K · ➕) - Manipulation and analysis of geometric objects. BSD-3
• jieba (🥇31 · ⭐ 25K · 💤) - Chinese Words Segmentation Utilities. MIT
• wandb client (🥇30 · ⭐ 2.6K · ➕) - A tool for visualizing and tracking your machine learning.. MIT
• hmmlearn (🥇29 · ⭐ 2.2K · ➕) - Hidden Markov Models in Python, with scikit-learn like API. BSD-3
• Keras-Preprocessing (🥇29 · ⭐ 900 · ➕) - Utilities for working with image data, text data, and.. MIT
• snowballstemmer (🥈29 · ⭐ 460 · ➕) - Snowball compiler and stemming algorithms. BSD-3
• baselines (🥇28 · ⭐ 11K · 💤) - OpenAI Baselines: high-quality implementations of reinforcement.. MIT
• plotnine (🥈28 · ⭐ 2.5K · ➕) - A grammar of graphics for Python. ❗️GPL-2.0
• ta (🥇27 · ⭐ 1.7K · ➕) - Technical Analysis Library using Pandas and Numpy. MIT
• filterpy (🥈27 · ⭐ 1.6K · ➕) - Python Kalman filtering and optimal estimation library. Implements.. MIT
• arviz (🥇27 · ⭐ 930 · ➕) - Exploratory analysis of Bayesian models with Python. Apache-2
• patsy (🥈27 · ⭐ 730 · 💀) - Describing statistical models in Python using symbolic formulas. BSD-2
• data-validation (🥈27 · ⭐ 500 · ➕) - Library for exploring and validating machine learning.. Apache-2
• audioread (🥈27 · ⭐ 360 · ➕) - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio.. MIT
• pmdarima (🥈26 · ⭐ 800 · ➕) - A statistical library designed to fill the void in Python's time.. MIT
• pyclustering (🥈26 · ⭐ 780 · ➕) - pyclustring is a Python, C++ data mining library. BSD-3
• tabulator-py (🥉26 · ⭐ 200 · ➕) - Python library for reading and writing tabular data via streams. <a href="http:/...

Update: 2021.01.08

📈 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.

• mlflow (🥇34 · ⭐ 8.1K · 📈) - Open source platform for the machine learning lifecycle. Apache-2
• folium (🥇32 · ⭐ 5.1K · 📈) - Python Data. Leaflet.js Maps. MIT
• Altair (🥈31 · ⭐ 6.3K · 📈) - Declarative statistical visualization library for Python. BSD-3
• Tesseract (🥇30 · ⭐ 3.4K · 📈) - Python-tesseract is an optical character recognition (OCR).. Apache-2
• TPOT (🥇29 · ⭐ 7.7K · 📈) - A Python Automated Machine Learning tool that optimizes.. ❗️LGPL-3.0
• pyproj (🥈29 · ⭐ 560 · 📈) - Python interface to PROJ (cartographic projections and coordinate.. MIT
• GluonCV (🥈28 · ⭐ 4.4K · 📈) - Gluon CV Toolkit. Apache-2
• Kedro (🥈28 · ⭐ 3.3K · 📈) - A Python framework for creating reproducible, maintainable and.. Apache-2
• EasyOCR (🥈27 · ⭐ 9.8K · 📈) - Ready-to-use OCR with 80+ supported languages and all popular.. Apache-2
• PyTorch Image Models (🥈27 · ⭐ 6.4K · 📈) - PyTorch image models, scripts, pretrained weights --.. 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.

• Hyperopt (🥇30 · ⭐ 5.3K · 📉) - Distributed Asynchronous Hyperparameter Optimization in Python. BSD-3
• SageMaker SDK (🥇30 · ⭐ 1.3K · 📉) - A library for training and deploying machine learning.. Apache-2
• PaddlePaddle (🥉29 · ⭐ 14K · 📉) - PArallel Distributed Deep LEarning: Machine Learning.. Apache-2
• Faiss (🥇28 · ⭐ 12K · 📉) - A library for efficient similarity search and clustering of dense vectors. MIT
• Keras Tuner (🥇28 · ⭐ 2.2K · 📉) - Hyperparameter tuning for humans. Apache-2
• PyTables (🥈28 · ⭐ 1K · 📉) - A Python package to manage extremely large amounts of data. BSD-3
• Pyro (🥈27 · ⭐ 6.7K · 📉) - Deep universal probabilistic programming with Python and PyTorch. Apache-2
• Ibis (🥉27 · ⭐ 1.5K · 📉) - A pandas-like deferred expression system, with first-class SQL.. Apache-2
• Catalyst (🥈26 · ⭐ 2.4K · 📉) - Accelerated deep learning R&D. Apache-2
• pygal (🥈26 · ⭐ 2.3K · 📉) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0

➕ Added Projects

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

• scipy (🥇40 · ⭐ 7.8K · ➕) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• Auto ViML (🥉20 · ⭐ 190 · ➕) - Automatically Build Multiple ML Models with a Single Line of.. Apache-2
• Auto TS (🥉17 · ⭐ 140 · ➕) - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and ML Models.. Apache-2
• featurewiz (🥉12 · ⭐ 15 · 🐣) - Select the best features from your data set fast with a single.. Apache-2

Update: 2021.01.01

📈 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.

• geopy (🥇33 · ⭐ 3.1K · 📈) - Geocoding library for Python. MIT
• fairseq (🥇31 · ⭐ 11K · 📈) - Facebook AI Research Sequence-to-Sequence Toolkit written in.. MIT
• numexpr (🥈31 · ⭐ 1.5K · 📈) - Fast numerical array expression evaluator for Python, NumPy,.. MIT
• SageMaker SDK (🥇31 · ⭐ 1.3K · 📈) - A library for training and deploying machine learning.. Apache-2
• Requests-HTML (🥈30 · ⭐ 11K · 📈) - Pythonic HTML Parsing for Humans. 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.

• Theano (🥈34 · ⭐ 9.3K · 📉) - Theano is a Python library that allows you to define, optimize,.. BSD-3
• imgaug (🥇31 · ⭐ 10K · 📉)) - Image augmentation for machine learning experiments. MIT
• Chainer (🥈31 · ⭐ 5.5K · 📉) - A flexible framework of neural networks for deep learning. MIT
• tensorboardX (🥈27 · ⭐ 6.7K · 📉) - tensorboard for pytorch (and chainer, mxnet, numpy, ...). MIT
• scikit-surprise (🥈26 · ⭐ 4.6K · 📉) - A Python scikit for building and analyzing recommender.. BSD-3

Update: 2020.12.28

📈 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.

• iNNvestigate (🥉21 · ⭐ 740 · 📈) - A toolbox to iNNvestigate neural networks' predictions!. BSD-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.

• Faiss (🥇28 · ⭐ 12K · 📉) - A library for efficient similarity search and clustering of dense.. MIT
• Captum (🥈25 · ⭐ 2K · 📉) - Model interpretability and understanding for PyTorch. BSD-3
• Orion (🥉22 · ⭐ 180 · 📉) - Asynchronous Distributed Hyperparameter Optimization. BSD-3
• Sentinelsat (🥉21 · ⭐ 530 · 📉) - Search and download Copernicus Sentinel satellite images. ❗️GPL-3.0
• alibi-detect (🥉20 · ⭐ 440 · 📉) - Algorithms for outlier and adversarial instance detection,.. Apache-2
• gplearn (🥉19 · ⭐ 900 · 💤) - Genetic Programming in Python, with a scikit-learn inspired API. BSD-3
• PyWaffle (🥉19 · ⭐ 370 · 📉) - Make Waffle Charts in Python. MIT
• recmetrics (🥉19 · ⭐ 220 · 📉) - A library of metrics for evaluating recommender systems. MIT
• fletcher (🥉19 · ⭐ 200 · 📉) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT
• nptsne (🥉14 · ⭐ 24 · 📉) - nptsne is a numpy compatible python binary package that offers a.. Apache-2

Update: 2020.12.27

➕ Added Projects

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

• dash (🥇34 · ⭐ 14K · ➕) - Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript.. MIT
• dlib (🥈33 · ⭐ 9.7K · ➕) - A toolkit for making real world machine learning and data.. ❗️BSL-1.0
• python-bigquery (🥈33 · ⭐ 3.4K · ➕) - Google BigQuery API client library. Apache-2
• feedparser (🥇31 · ⭐ 1.2K · ➕) - Parse feeds in Python. BSD-2
• Wand (🥈30 · ⭐ 1K · ➕) - The ctypes-based simple ImageMagick binding for Python. MIT
• glfw (🥈29 · ⭐ 7.1K · ➕) - A multi-platform library for OpenGL, OpenGL ES, Vulkan, window and.. ❗️Zlib
• Graphviz (🥈29 · ⭐ 880 · ➕) - Simple Python interface for Graphviz. MIT
• pretrainedmodels (🥇27 · ⭐ 7.6K · 💤) - Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet,.. BSD-3
• pygal (🥇27 · ⭐ 2.3K · ➕) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
• hdbscan (🥈27 · ⭐ 1.8K · ➕) - A high performance implementation of HDBSCAN clustering. BSD-3
• pyopencl (🥈27 · ⭐ 760 · ➕) - OpenCL integration for Python, plus shiny features. MIT
• carla (🥈26 · ⭐ 5.4K · ➕) - Open-source simulator for autonomous driving research. MIT
• facenet-pytorch (🥈26 · ⭐ 1.7K · ➕) - Pretrained Pytorch face detection (MTCNN) and recognition.. MIT
• efficientnet (🥈26 · ⭐ 1.6K · ➕) - Implementation of EfficientNet model. Keras and TensorFlow.. Apache-2
• agate (🥈26 · ⭐ 1K · 💤) - A Python data analysis library that is optimized for humans instead of.. MIT
• Milvus (🥈25 · ⭐ 4.8K · ➕) - An open source embedding vector similarity search engine.. Apache-2
• espnet (🥉25 · ⭐ 3.2K · ➕) - End-to-End Speech Processing Toolkit. Apache-2
• spark-nlp (🥈25 · ⭐ 1.8K · ➕) - State of the Art Natural Language Processing. Apache-2
• chainercv (🥉25 · ⭐ 1.4K · 💤) - ChainerCV: a Library for Deep Learning in Computer Vision. MIT
• haystack (🥈25 · ⭐ 1.2K · ➕) - Transformers at scale for question answering & neural search... Apache-2
• python-soundfile (🥉25 · ⭐ 350 · ➕) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• ml-metadata (🥉25 · ⭐ 210 · ➕) - For recording and retrieving metadata associated with ML.. Apache-2
• pysc2 (🥈24 · ⭐ 7.1K · 💀) - StarCraft II Learning Environment. Apache-2
• EfficientNet-PyTorch (🥇24 · ⭐ 5.2K · ➕) - A PyTorch implementation of EfficientNet. Apache-2
• mtcnn (🥉24 · ⭐ 1.3K · ➕) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
• datalad (🥈24 · ⭐ 220 · ➕) - Keep code, data, containers under control with git and git-annex. MIT
• PaddleHub (🥉23 · ⭐ 4.2K · ➕) - Awesome pre-trained models toolkit based on.. Apache-2
• textgenrnn (🥉23 · ⭐ 4.2K · ➕) - Easily train your own text-generating neural network of any.. MIT
• segmentation_models (🥉23 · ⭐ 2.8K · 💤) - Segmentation models with pretrained backbones. Keras and.. MIT
• sense2vec (🥉23 · ⭐ 1.1K · 💤) - Contextually-keyed word vectors. MIT
• analytics-zoo (🥉22 · ⭐ 2.2K · ➕) - Distributed Tensorflow, Keras and PyTorch on Apache.. Apache-2
• neuralcoref (🥉22 · ⭐ 2.2K · ➕) - Fast Coreference Resolution in spaCy with Neural Networks. MIT
• PDPbox (🥉22 · ⭐ 520 · 💀) - python partial dependence plot toolbox. MIT
• pyvips (🥉22 · ⭐ 280 · ➕) - python binding for libvips using cffi. <cod...

Update: 2020.12.18

📈 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.

• peewee (🥈33 · ⭐ 8K · 📈) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT
• Rasa (🥇32 · ⭐ 10K · 📈) - Open source machine learning framework to automate text- and.. Apache-2
• tensorflow-hub (🥇32 · ⭐ 2.7K · 📈) - A library for transfer learning by reusing parts of.. Apache-2
• Datasets (🥇29 · ⭐ 5.8K · 📈) - The largest hub of ready-to-use open-access datasets for ML.. Apache-2
• InterpretML (🥈27 · ⭐ 3.3K · 📈) - Fit interpretable models. Explain blackbox machine learning. MIT
• datasketch (🥉27 · ⭐ 1.4K · 📈) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT
• yellowbrick (🥈26 · ⭐ 3K · 📈) - Visual analysis and diagnostic tools to facilitate machine.. Apache-2
• pyinstrument (🥈26 · ⭐ 2.3K · 📈) - Call stack profiler for Python. Shows you why your code is.. BSD-3
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📉 Trending Down

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Update: 2020.12.17-test.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.

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