allen1881996 Goto Github PK

ai-roadmap

ApacheCN AI 路线图（知识树）

andrewngmachinelearning

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

code_snippets

coding-interview-university

A complete computer science study plan to become a software engineer.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

crazyallendatascience

Personal Data Science Notebooks.

data-science--cheat-sheet

Cheat Sheets

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dlaicourse

Notebooks for learning deep learning

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

everything-about-machine-learning

Explain classical machine learning algorithms in detail and build machine learning models from scratch.

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

halfrost-field

✍️ 这里是写博客的地方 —— Halfrost-Field 冰霜之地

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

learn-algorithms

算法学习笔记

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mit_ocw_linear_algebra_18_06

IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

ml-from-scratch

机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。

ncovmemory

2020新冠肺炎记忆：报道、非虚构与个人叙述（持续更新） Memory of 2020 nCov: Media Coverage, Non-fiction Writings, and Individual Narratives (Continuously updating)

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

ntu-hsuantienlin-machinelearning

pandas_exercises

Practice your pandas skills!

programming-and-algorithm

这是北京大学在coursera上开设的「程序设计与算法」专项课程