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Statistical-Learning-Methods

Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现

Language:Python116300

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

Language:PythonMIT2555000

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Language:Jupyter NotebookMIT974300

TextRecognitionDataGenerator

A synthetic data generator for text recognition

Language:PythonMIT318100

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Language:PythonMIT1961600

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

Language:PythonApache-2.04160400

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Language:Jupyter NotebookLGPL-3.0519800

12306

12306智能刷票，订票

Language:PythonMIT3374100

labelme

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

Language:PythonNOASSERTION1294500

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

Language:PythonBSD-3-Clause489600

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language:PythonApache-2.02879500

cortex

Production infrastructure for machine learning at scale

Language:GoApache-2.0800700

cortex-license-plate-reader-client

A client to connect to cortex-provisioned infrastructure on AWS to do license plate identification in real time.

Language:Python33100

MSDNet-PyTorch

MSDNet

Language:PythonMIT18700

PANet

PANet for Instance Segmentation and Object Detection

Language:PythonMIT133200

Facelet_Bank

Facelet-Bank for Fast Portrait Manipulation (pytorch)

Language:Python20900