Popular GitHub Repositories for Preprocessing

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

a delightful machine learning tool that allows you to train, test, and use models without writing code

Text preprocessing, representation and visualization from zero to hero.

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

MLBox is a powerful Automated Machine Learning python library.

Prepping tables for machine learning

Automated Time Series Forecasting

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

Audio processing by using pytorch 1D convolution network

This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not excluded that more models will be supported in the future. At the same time, this project also supports MelSpectrogram, Spectrogram data preprocessing methods

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Open source project for data preparation of LLM application builders

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

Machine Learning library for the web and Node.

Keras implementation of the Yahoo Open-NSFW model

:book: This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.

A dynamic, scalable AI chatbot built with Django REST framework, supporting custom training from PDFs, documents, websites, and YouTube videos. Leveraging OpenAI's GPT-3.5, Pinecone, FAISS, and Celery for seamless integration and performance.