Update: 2024.09.05

📈 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.

• nltk (🥇45 · ⭐ 13K · 📈) - Suite of libraries and programs for symbolic and statistical natural.. Apache-2
• Optuna (🥇43 · ⭐ 10K · 📈) - A hyperparameter optimization framework. MIT
• Netron (🥇37 · ⭐ 27K · 📈) - Visualizer for neural network, deep learning and machine.. MIT
• Datasette (🥇36 · ⭐ 9.2K · 📈) - An open source multi-tool for exploring and publishing data. Apache-2
• Autograd (🥇36 · ⭐ 6.9K · 📈) - Efficiently computes derivatives of NumPy code. MIT
• bt (🥇31 · ⭐ 2.2K · 📈) - bt - flexible backtesting for Python. MIT
• python-soundfile (🥉29 · ⭐ 700 · 📈) - SoundFile is an audio library based on libsndfile, CFFI,.. BSD-3
• miceforest (🥇26 · ⭐ 330 · 📈) - Multiple Imputation with LightGBM in Python. MIT
• dabl (🥉20 · ⭐ 720 · 💤) - Data Analysis Baseline Library. BSD-3
• MXBoard (🥉20 · ⭐ 320 · 💀) - Logging MXNet data for visualization in TensorBoard. 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.

• tensorflow-probability (🥇35 · ⭐ 4.2K · 📉) - Probabilistic reasoning and statistical analysis in.. Apache-2
• Graphviz (🥈34 · ⭐ 1.6K · 📉) - Simple Python interface for Graphviz. MIT
• SpeechRecognition (🥈33 · ⭐ 8.3K · 📉) - Speech recognition module for Python, supporting.. BSD-3
• OpenNMT (🥈32 · ⭐ 6.7K · 📉) - Open Source Neural Machine Translation and (Large) Language.. MIT
• tensorflow-hub (🥈32 · ⭐ 3.5K · 📉) - A library for transfer learning by reusing parts of.. Apache-2
• TF Model Optimization (🥈28 · ⭐ 1.5K · 📉) - A toolkit to optimize ML models for deployment for.. Apache-2
• data-validation (🥉26 · ⭐ 760 · 📉) - Library for exploring and validating machine learning.. Apache-2
• TF Recommenders (🥉24 · ⭐ 1.8K · 📉) - TensorFlow Recommenders is a library for building.. Apache-2
• pandas-ai (🥉23 · ⭐ 13K · 📉) - Chat with your database (SQL, CSV, pandas, polars,.. ❗Unlicensed
• TensorFrames (🥉16 · ⭐ 720 · 💀) - Tensorflow wrapper for DataFrames on Apache Spark. Apache-2

➕ Added Projects

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

• Runhouse (🥉24 · ⭐ 960 · ➕) - Orchestrate heterogeneous ML workloads in Python, like PyTorch.. Apache-2

Update: 2024.06.06

📈 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.

• SageMaker SDK (🥇41 · ⭐ 2.1K · 📈) - A library for training and deploying machine learning.. Apache-2
• imageio (🥇38 · ⭐ 1.4K · 📈) - Python library for reading and writing image data. BSD-2
• deepface (🥈37 · ⭐ 11K · 📈) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
• plotnine (🥈37 · ⭐ 3.9K · 📈) - A Grammar of Graphics for Python. MIT
• ivy (🥈36 · ⭐ 14K · 📈) - The Unified AI Framework. Apache-2
• ParlAI (🥈32 · ⭐ 10K · 💤) - A framework for training and evaluating AI models on a variety of.. MIT
• pygraphistry (🥈29 · ⭐ 2.1K · 📈) - PyGraphistry is a Python library to quickly load,.. BSD-3
• quinn (🥉26 · ⭐ 580 · 📈) - pyspark methods to enhance developer productivity. Apache-2
• Lucid (🥉25 · ⭐ 4.6K · 💀) - A collection of infrastructure and tools for research in.. Apache-2
• pymdp (🥉19 · ⭐ 400 · 📈) - A Python implementation of active inference for Markov Decision Processes. 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 (🥇47 · ⭐ 12K · 📉) - A computer algebra system written in pure Python. BSD-3
• flair (🥇37 · ⭐ 14K · 📉) - A very simple framework for state-of-the-art Natural Language.. MIT
• wordcloud (🥈32 · ⭐ 10K · 📉) - A little word cloud generator in Python. MIT
• SciSpacy (🥈28 · ⭐ 1.6K · 📉) - A full spaCy pipeline and models for scientific/biomedical.. Apache-2
• TF-Agents (🥈26 · ⭐ 2.7K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• TensorForce (🥉24 · ⭐ 3.3K · 📉) - Tensorforce: a TensorFlow library for applied.. Apache-2
• Neural Tangents (🥉24 · ⭐ 2.2K · 📉) - Fast and Easy Infinite Neural Networks in Python. Apache-2
• AugLy (🥉23 · ⭐ 4.9K · 📉) - A data augmentations library for audio, image, text, and video. MIT
• ExplainX.ai (🥉15 · ⭐ 400 · 📉) - Explainable AI framework for data scientists. Explain & debug any.. MIT
• NeuralCompression (🥉14 · ⭐ 480 · 📉) - A collection of tools for neural compression enthusiasts. MIT

Update: 2024.05.30

📈 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 (🥇40 · ⭐ 39K · 📈) - Awesome multilingual OCR toolkits based on PaddlePaddle.. Apache-2
• scikit-optimize (🥇34 · ⭐ 2.7K · 💀) - Sequential model-based optimization with a.. BSD-3
• jellyfish (🥈34 · ⭐ 2K · 📈) - a python library for doing approximate and phonetic matching of.. MIT
• skorch (🥉31 · ⭐ 5.7K · 📈) - A scikit-learn compatible neural network library that.. BSD-3
• torchdiffeq (🥇31 · ⭐ 5.3K · 💤) - Differentiable ODE solvers with full GPU support and.. MIT
• mtcnn (🥉28 · ⭐ 2.1K · 💀) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
• TensorTrade (🥈27 · ⭐ 4.4K · 📈) - An open source reinforcement learning framework for.. Apache-2
• optunity (🥉21 · ⭐ 410 · 💀) - optimization routines for hyperparameter tuning. BSD-3
• pykale (🥉20 · ⭐ 430 · 📈) - Knowledge-Aware machine LEarning (KALE): accessible machine.. MIT
• celer (🥉18 · ⭐ 190 · 📈) - 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.

• shap (🥇42 · ⭐ 22K · 📉) - A game theoretic approach to explain the output of any machine learning.. MIT
• dash (🥇41 · ⭐ 21K · 📉) - Data Apps & Dashboards for Python. No JavaScript Required. MIT
• Altair (🥇41 · ⭐ 9K · 📉) - Declarative statistical visualization library for Python. BSD-3
• espnet (🥇37 · ⭐ 8K · 📉) - End-to-End Speech Processing Toolkit. Apache-2
• deepface (🥈36 · ⭐ 10K · 📉) - A Lightweight Face Recognition and Facial Attribute Analysis (Age,.. MIT
• torchtext (🥈34 · ⭐ 3.5K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• Ax (🥇34 · ⭐ 2.3K · 📉) - Adaptive Experimentation Platform. MIT
• AmpliGraph (🥈28 · ⭐ 2.1K · 📉) - Python library for Representation Learning on Knowledge.. Apache-2
• pygraphistry (🥈27 · ⭐ 2.1K · 📉) - PyGraphistry is a Python library to quickly load,.. BSD-3
• quinn (🥉24 · ⭐ 580 · 📉) - pyspark methods to enhance developer productivity. Apache-2

Update: 2024.05.23

📈 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 (🥇51 · ⭐ 13K · 📈) - Ecosystem of open-source software for mathematics, science, and.. BSD-3
• Altair (🥇42 · ⭐ 9K · 📈) - Declarative statistical visualization library for Python. BSD-3
• Faiss (🥇40 · ⭐ 29K · 📈) - A library for efficient similarity search and clustering of dense vectors. MIT
• MONAI (🥈36 · ⭐ 5.4K · 📈) - AI Toolkit for Healthcare Imaging. Apache-2
• ColossalAI (🥈34 · ⭐ 38K · 📈) - Making large AI models cheaper, faster and more accessible. Apache-2
• datashader (🥈34 · ⭐ 3.2K · 📈) - Quickly and accurately render even the largest data. BSD-3
• tinygrad (🥇33 · ⭐ 24K · 📈) - You like pytorch? You like micrograd? You love tinygrad!. MIT
• scikit-surprise (🥈29 · ⭐ 6.2K · 📈) - A Python scikit for building and analyzing recommender.. BSD-3
• Hyperactive (🥉22 · ⭐ 490 · 📈) - An optimization and data collection toolbox for convenient and.. MIT
• TimeSide (🥉21 · ⭐ 370 · 💀) - scalable audio processing framework and server written in.. ❗️AGPL-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.

• StatsModels (🥈44 · ⭐ 9.6K · 📉) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• PyMC3 (🥇40 · ⭐ 8.2K · 📉) - Bayesian Modeling and Probabilistic Programming in Python. Apache-2
• Rasa (🥇39 · ⭐ 18K · 📉) - Open source machine learning framework to automate text- and.. Apache-2
• Jina (🥈38 · ⭐ 20K · 📉) - Build multimodal AI applications with cloud-native stack. Apache-2
• NeuralProphet (🥈30 · ⭐ 3.7K · 📉) - NeuralProphet: A simple forecasting package. MIT
• mtcnn (🥉25 · ⭐ 2.1K · 💀) - MTCNN face detection implementation for TensorFlow, as a PIP.. MIT
• auto_ml (🥉22 · ⭐ 1.6K · 💀) - [UNMAINTAINED] Automated machine learning for analytics & production. MIT
• optunity (🥉19 · ⭐ 410 · 💀) - optimization routines for hyperparameter tuning. BSD-3
• PipelineDP (🥉17 · ⭐ 270 · 📉) - PipelineDP is a Python framework for applying differentially.. Apache-2
• celer (🥉16 · ⭐ 190 · 📉) - Fast solver for L1-type problems: Lasso, sparse Logisitic.. BSD-3

Update: 2024.05.16

📈 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 (🥇52 · ⭐ 130K · 📈) - Transformers: State-of-the-art Machine Learning for.. Apache-2
• scikit-learn (🥇52 · ⭐ 58K · 📈) - scikit-learn: machine learning in Python. BSD-3
• XGBoost (🥇45 · ⭐ 26K · 📈) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT.. Apache-2
• StatsModels (🥇45 · ⭐ 9.6K · 📈) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• Tokenizers (🥇40 · ⭐ 8.5K · 📈) - Fast State-of-the-Art Tokenizers optimized for Research and.. Apache-2
• Fiona (🥈38 · ⭐ 1.1K · 📈) - Fiona reads and writes geographic data files. BSD-3
• imgaug (🥈37 · ⭐ 14K · 💀) - Image augmentation for machine learning experiments. MIT
• Coqui TTS (🥇36 · ⭐ 30K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• ivy (🥈36 · ⭐ 14K · 📈) - The Unified AI Framework. Apache-2
• YouTokenToMe (🥉23 · ⭐ 940 · 💀) - Unsupervised text tokenizer focused on computational efficiency. 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.

• Matplotlib (🥇48 · ⭐ 19K · 📉) - matplotlib: plotting with Python. ❗Unlicensed
• jax (🥇45 · ⭐ 28K · 📉) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• speechbrain (🥇38 · ⭐ 8K · 📉) - A PyTorch-based Speech Toolkit. Apache-2
• CuPy (🥇37 · ⭐ 7.8K · 📉) - NumPy & SciPy for GPU. MIT
• metrics (🥈35 · ⭐ 2K · 📉) - Torchmetrics - Machine learning metrics for distributed,.. Apache-2
• TF-Agents (🥇28 · ⭐ 2.7K · 📉) - TF-Agents: A reliable, scalable and easy to use.. Apache-2
• Pytorch Toolbelt (🥉22 · ⭐ 1.5K · 📉) - PyTorch extensions for fast R&D prototyping and.. MIT
• Vulkan Kompute (🥉21 · ⭐ 1.5K · 📉) - General purpose GPU compute framework built on Vulkan.. Apache-2
• TimeSide (🥉19 · ⭐ 370 · 💀) - scalable audio processing framework and server written in.. ❗️AGPL-3.0
• OpenKE (🥉13 · ⭐ 3.7K · 📉) - An Open-Source Package for Knowledge Embedding (KE). ❗Unlicensed

Update: 2024.05.09

📈 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.

• jax (🥇46 · ⭐ 28K · 📈) - Composable transformations of Python+NumPy programs: differentiate,.. Apache-2
• Shapely (🥈39 · ⭐ 3.7K · 📈) - Manipulation and analysis of geometric objects. BSD-3
• DeepSpeech (🥈33 · ⭐ 24K · 💀) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• Captum (🥇33 · ⭐ 4.6K · 📈) - Model interpretability and understanding for PyTorch. BSD-3
• pyopencl (🥈33 · ⭐ 1K · 📈) - OpenCL integration for Python, plus shiny features. MIT
• scattertext (🥉27 · ⭐ 2.2K · 📈) - Beautiful visualizations of how language differs among.. Apache-2
• HiPlot (🥉24 · ⭐ 2.7K · 💤) - HiPlot makes understanding high dimensional data easy. MIT
• Auto ViML (🥉23 · ⭐ 490 · 📈) - Automatically Build Multiple ML Models with a Single Line of.. Apache-2
• vissl (🥉22 · ⭐ 3.2K · 📈) - VISSL is FAIRs library of extensible, modular and scalable.. MIT
• bias-detector (🥉13 · ⭐ 42 · 📈) - Bias Detector is a python package for detecting bias in 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.

• scikit-learn (🥇50 · ⭐ 58K · 📉) - scikit-learn: machine learning in Python. BSD-3
• SymPy (🥇47 · ⭐ 12K · 📉) - A computer algebra system written in pure Python. BSD-3
• StatsModels (🥈44 · ⭐ 9.6K · 📉) - Statsmodels: statistical modeling and econometrics in Python. BSD-3
• XGBoost (🥈42 · ⭐ 26K · 📉) - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT.. Apache-2
• Theano (🥈38 · ⭐ 9.9K · 📉) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• Prophet (🥇34 · ⭐ 18K · 💤) - Tool for producing high quality forecasts for time series data that.. MIT
• TensorFlow I/O (🥈32 · ⭐ 690 · 📉) - Dataset, streaming, and file system extensions.. Apache-2
• Satpy (🥉31 · ⭐ 1K · 📉) - Python package for earth-observing satellite data processing. ❗️GPL-3.0
• snowballstemmer (🥈30 · ⭐ 720 · 📉) - Snowball compiler and stemming algorithms. BSD-3
• doctr (🥉29 · ⭐ 3.1K · 📉) - docTR (Document Text Recognition) - a seamless, high-.. Apache-2

Update: 2024.05.02

📈 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.

• Thinc (🥈36 · ⭐ 2.8K · 📈) - A refreshing functional take on deep learning, compatible with your.. MIT
• einops (🥈34 · ⭐ 7.9K · 📈) - Flexible and powerful tensor operations for readable and reliable code.. MIT
• TensorFlow I/O (🥈34 · ⭐ 690 · 📈) - Dataset, streaming, and file system extensions.. Apache-2
• torchrec (🥇31 · ⭐ 1.7K · 📈) - Pytorch domain library for recommendation systems. BSD-3
• GluonCV (🥈30 · ⭐ 5.8K · 💀) - Gluon CV Toolkit. Apache-2
• USearch (🥉30 · ⭐ 1.7K · 📈) - Fast Open-Source Search & Clustering engine for Vectors &.. Apache-2
• Talos (🥈27 · ⭐ 1.6K · 📈) - Hyperparameter Experiments with TensorFlow and Keras. MIT
• skforecast (🥉27 · ⭐ 900 · 📈) - Time series forecasting with scikit-learn models. BSD-3
• ffcv (🥉25 · ⭐ 2.7K · 📈) - FFCV: Fast Forward Computer Vision (and other ML workloads!). Apache-2
• Auto ViML (🥉21 · ⭐ 490 · 📈) - Automatically Build Multiple ML Models with a Single Line of.. 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.

• geopy (🥈33 · ⭐ 4.3K · 📉) - Geocoding library for Python. MIT
• Captum (🥈31 · ⭐ 4.6K · 📉) - Model interpretability and understanding for PyTorch. BSD-3
• sacred (🥈29 · ⭐ 4.2K · 📉) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT
• Sumy (🥈28 · ⭐ 3.4K · 📉) - Module for automatic summarization of text documents and HTML pages. Apache-2
• pygal (🥈27 · ⭐ 2.6K · 📉) - PYthon svg GrAph plotting Library. ❗️LGPL-3.0
• scattertext (🥉25 · ⭐ 2.2K · 📉) - Beautiful visualizations of how language differs among.. Apache-2
• pymap3d (🥉23 · ⭐ 370 · 📉) - pure-Python (Numpy optional) 3D coordinate conversions for geospace.. BSD-2
• DeepSpeech (🥉22 · ⭐ 24K · 📉) - DeepSpeech is an open source embedded (offline, on-.. MPL-2.0
• YouTokenToMe (🥉21 · ⭐ 940 · 💀) - Unsupervised text tokenizer focused on computational efficiency. MIT
• MXBoard (🥉17 · ⭐ 320 · 💀) - Logging MXNet data for visualization in TensorBoard. Apache-2

Update: 2024.04.18

📈 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.

• Flax (🥈39 · ⭐ 5.5K · 📈) - Flax is a neural network library for JAX that is designed for.. Apache-2
• Theano (🥈38 · ⭐ 9.9K · 📈) - Theano was a Python library that allows you to define, optimize, and.. BSD-3
• Rasterio (🥈37 · ⭐ 2.1K · 📈) - Rasterio reads and writes geospatial raster datasets. BSD-3
• PennyLane (🥇36 · ⭐ 2.1K · 📈) - PennyLane is a cross-platform Python library for.. Apache-2
• qdrant (🥈32 · ⭐ 18K · 📈) - Qdrant - High-performance, massive-scale Vector Database for the.. Apache-2
• Qlib (🥈30 · ⭐ 14K · 📈) - Qlib is an AI-oriented quantitative investment platform that aims to.. MIT
• equinox (🥇30 · ⭐ 1.8K · 📈) - Elegant easy-to-use neural networks + scientific computing.. Apache-2
• hls4ml (🥈27 · ⭐ 1.1K · 📈) - Machine learning on FPGAs using HLS. Apache-2
• kubric (🥉24 · ⭐ 2.2K · 📈) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2
• AdaNet (🥉23 · ⭐ 3.5K · 💀) - Fast and flexible AutoML with learning guarantees. 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.

• Tensorflow (🥇56 · ⭐ 180K · 📉) - An Open Source Machine Learning Framework for Everyone. Apache-2
• pyecharts (🥈36 · ⭐ 14K · 📉) - Python Echarts Plotting Library. MIT
• InsightFace (🥈35 · ⭐ 21K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• Ludwig (🥈34 · ⭐ 11K · 📉) - Low-code framework for building custom LLMs, neural networks,.. Apache-2
• Thinc (🥈34 · ⭐ 2.8K · 📉) - A refreshing functional take on deep learning, compatible with your.. MIT
• TF Addons (🥈34 · ⭐ 1.7K · 📉) - Useful extra functionality for TensorFlow 2.x maintained.. Apache-2
• igraph (🥇34 · ⭐ 1.2K · 📉) - Python interface for igraph. ❗️GPL-2.0
• pgmpy (🥈32 · ⭐ 2.6K · 📉) - Python Library for learning (Structure and Parameter), inference.. MIT
• ReAgent (🥉22 · ⭐ 3.5K · 📉) - A platform for Reasoning systems (Reinforcement Learning,.. BSD-3
• carefree-learn (🥉18 · ⭐ 400 · 📉) - Deep Learning PyTorch. MIT

Update: 2024.04.11

📈 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.

• Keras (🥇47 · ⭐ 61K · 📈) - Deep Learning for humans. Apache-2
• PySpark (🥇45 · ⭐ 38K · 📈) - Apache Spark Python API. Apache-2
• torchvision (🥇42 · ⭐ 15K · 📈) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• PyFlink (🥈38 · ⭐ 23K · 📈) - Apache Flink Python API. Apache-2
• InsightFace (🥈36 · ⭐ 21K · 📈) - State-of-the-art 2D and 3D Face Analysis Project. MIT
• torchtext (🥈35 · ⭐ 3.4K · 📈) - Models, data loaders and abstractions for language.. BSD-3
• CNTK (🥉30 · ⭐ 17K · 💀) - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit. MIT
• langid (🥈28 · ⭐ 2.2K · 💀) - Stand-alone language identification system. BSD-3
• modAL (🥉26 · ⭐ 2.1K · 💤) - A modular active learning framework for Python. MIT
• DeepMatcher (🥉22 · ⭐ 5K · 💀) - Python package for performing Entity and Text Matching using.. 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.

• yfinance (🥇40 · ⭐ 12K · 📉) - Download market data from Yahoo! Finances API. Apache-2
• fastText (🥈34 · ⭐ 26K · 📉) - Library for fast text representation and classification. MIT
• ivy (🥈34 · ⭐ 14K · 📉) - The Unified AI Framework. Apache-2
• BigDL (🥈34 · ⭐ 5.8K · 📉) - Accelerate local LLM inference and finetuning (LLaMA, Mistral,.. Apache-2
• torchaudio (🥈34 · ⭐ 2.4K · 📉) - Data manipulation and transformation for audio signal.. BSD-2
• OCRmyPDF (🥈33 · ⭐ 12K · 📉) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing.. MPL-2.0
• einops (🥉32 · ⭐ 7.9K · 📉) - Flexible and powerful tensor operations for readable and reliable code.. MIT
• Lucid (🥉22 · ⭐ 4.6K · 💀) - A collection of infrastructure and tools for research in.. Apache-2
• kubric (🥉22 · ⭐ 2.2K · 📉) - A data generation pipeline for creating semi-realistic synthetic.. Apache-2
• AdaNet (🥉21 · ⭐ 3.5K · 💀) - Fast and flexible AutoML with learning guarantees. Apache-2

Update: 2024.04.04

📈 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 (🥇38 · ⭐ 7.7K · 📈) - NumPy & SciPy for GPU. MIT
• SpeechRecognition (🥇36 · ⭐ 8K · 📈) - Speech recognition module for Python, supporting several.. BSD-3
• Coqui TTS (🥈35 · ⭐ 29K · 📈) - - a deep learning toolkit for Text-to-Speech, battle-.. MPL-2.0
• Autograd (🥈34 · ⭐ 6.8K · 📈) - Efficiently computes derivatives of numpy code. MIT
• MLxtend (🥈34 · ⭐ 4.8K · 📈) - A library of extension and helper modules for Pythons data.. BSD-3
• AutoGluon (🥇33 · ⭐ 7K · 📈) - AutoGluon: AutoML for Image, Text, Time Series, and.. Apache-2
• PySAL (🥉30 · ⭐ 1.3K · 📈) - PySAL: Python Spatial Analysis Library Meta-Package. BSD-3
• AutoViz (🥉28 · ⭐ 1.6K · 📈) - Automatically Visualize any dataset, any size with a single line.. Apache-2
• Neural Tangents (🥉26 · ⭐ 2.2K · 📈) - Fast and Easy Infinite Neural Networks in Python. Apache-2
• MedPy (🥉26 · ⭐ 540 · 📈) - Medical image processing in Python. ❗️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.

• PySpark (🥈38 · ⭐ 38K · 📉) - Apache Spark Python API. Apache-2
• torchvision (🥇38 · ⭐ 15K · 📉) - Datasets, Transforms and Models specific to Computer Vision. BSD-3
• PyFlink (🥈34 · ⭐ 23K · 📉) - Apache Flink Python API. Apache-2
• InsightFace (🥈32 · ⭐ 21K · 📉) - State-of-the-art 2D and 3D Face Analysis Project. ❗Unlicensed
• torchtext (🥈31 · ⭐ 3.4K · 📉) - Models, data loaders and abstractions for language.. BSD-3
• ftfy (🥈29 · ⭐ 3.7K · 📉) - Fixes mojibake and other glitches in Unicode text, after the fact. ❗Unlicensed
• langid (🥉24 · ⭐ 2.2K · 💀) - Stand-alone language identification system. ❗Unlicensed
• modAL (🥉22 · ⭐ 2.1K · 💤) - A modular active learning framework for Python. MIT
• Pillow-SIMD (🥉21 · ⭐ 2.1K · 💤) - The friendly PIL fork. ❗️PIL
• Headliner (🥉10 · ⭐ 230 · 💀) - Easy training and deployment of seq2seq models. ❗Unlicensed