Classification Open Source Projects

scikit-learn: machine learning in Python

We write your reusable computer vision tools. 💜

Library for fast text representation and classification.

deep learning for image processing including classification and object-detection etc.

Learn OpenCV : C++ and Python Examples

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Natural Language Processing Tutorial for Deep Learning Researchers

Turi Create simplifies the development of custom machine learning models.

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Build your neural network easy and fast, 莫烦Python中文教学

all kinds of text classification models and more with deep learning

Postgres with GPUs for ML/AI apps.

Examples built with TensorFlow.js

Statistical Machine Intelligence & Learning Engine

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

Code for Tensorflow Machine Learning Cookbook

All-in-One Development Tool based on PaddlePaddle

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

Convolutional Neural Network for Text Classification in Tensorflow

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Graph Convolutional Networks in PyTorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

An easy to use PyTorch to TensorRT converter

LIBSVM -- A Library for Support Vector Machines

Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.

使用Bert，ERNIE，进行中文文本分类

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Natural language detection

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

CNN-RNN中文文本分类，基于TensorFlow

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Accelerated deep learning R&D

Data competition Top Solution 数据竞赛top解决方案开源整理

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

StellarGraph - Machine Learning on Graphs

Sandbox for training deep learning networks

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

List of articles related to deep learning applied to music

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Papers and Datasets about Point Cloud.

Collection of data science projects in Python

Deep neural network to extract intelligent information from invoice documents.

FMA: A Dataset For Music Analysis

Machine learning platform for Web developers

Automatic architecture search and hyperparameter optimization for PyTorch

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。

Turn any computer or edge device into a command center for your computer vision projects.

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.