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hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hands-on-ml-zh

hello-world

第一个项目

icdar2021_mfd

1st Solution For ICDAR 2021 Competition on Mathematical Formula Detection（公式检测冠军方案）

im2latex-dataset

Python tools for creating suitable dataset for OpenAI's im2latex task: https://openai.com/requests-for-research/#im2latex

imageprocessing100wen

「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。

keras-yolo4

A Keras implementation of YOLOv4 (Tensorflow backend)

keras-yolov3-model-set

end-to-end YOLOv4/v3/v2 object detection pipeline, implemented on tf.keras with different technologies

learn-data-science-for-free

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.

leetcode_python

LeetCode with python from 1 to ∞

lihang-code

《统计学习方法》的代码实现

machine-learning

machine-learning-books

book

machine-learning-reference

常见的机器学习参考资料，包括书籍、公开课等

machine_learing_study

mask-centernet

Instance Segmentation based on CenterNet

mask-rcnn

A PyTorch implementation of the architecture of Mask RCNN

ml-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

netscope

Neural network visualizer

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

numpy

The fundamental package for scientific computing with Python.

numpy-100

100 numpy exercises (with solutions)

numpy-ml

Machine learning, in numpy

openmmlab_work

plotneuralnet

Latex code for making neural networks diagrams

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

ppose

prml

PRML algorithms implemented in Python

prmlt

Matlab code of machine learning algorithms in book PRML

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book