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100-days-of-ml-code

100-Days-Of-ML-Code中文版

996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

a-demo

first demo in github

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

alphalens

Performance analysis of predictive (alpha) stock factors

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

courses

:rocket: 录制的视频课程资料

data_anaylsis

finalproject

！！！Udacity最终项目！！！

homemade-machine-learning

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

ibm_spacex-_falcon_9

jupyter

Jupyter metapackage for installation, docs and chat

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

machine-learning

Content for Udacity's Machine Learning curriculum

machinelearning-deeplearning-nlp-leetcode-statisticallearningmethod-tensorflow

最近在学习机器学习，深度学习，自然语言处理，统计学习方法等知识，理论学习主要根据readme的链接，在学习理论的同时，决定自己将学习的相关算法用Python实现一遍，并结合GitHub上相关大牛的代码进行改进，本项目会不断的更新相关算法，欢迎star，fork和关注。 主要包括： 1.吴恩达Andrew Ng老师的机器学习课程作业个人笔记 Python实现， 2.deeplearning.ai（吴恩达老师的深度学习课程笔记及资源） Python实现， 3.李航《统计学习方法》 Python代码实现， 4.自然语言处理NLP 牛津大学xDeepMind Python代码实现， 5.LeetCode刷题，题析，分析心得笔记 Java和Python代码实现， 6.TensorFlow人工智能实践代码笔记 北京大学曹健老师课程和TensorFlow：实战Google深度学习框架（第二版） Python代码实现， 附带一些个人心得和笔记。GitHub上有很多机器学习课程的代码资源，我也准备自己实现一下，后续会更新笔记，代码和百度云网盘链接。 这个项目主要是学习算法的，并且会不断更新相关资源和代码，欢迎关注，star，fork！ Min's blog 欢迎访问我的博客主页！ (Welcome to my blog website !)https://liweimin1996.github.io/

missingno

Missing data visualization module for Python.

ml_ai_sourcecode-

Python 6,113 Updated 9 days ago MLiA_SourceCode 机器学习实战----十大经典算法

models

Pre-trained and Reproduced Deep Learning Models （经典复现模型）

nlp

兜哥出品 <一本开源的NLP入门书籍>

optimus

:truck: Agile Data Science Workflows made easy with Python and Spark.

pwc

Papers with code. Sorted by stars. Updated weekly.

py_vs_ml

Python大战机器学习代码笔记

pyecharts

🎨 Python Echarts Plotting Library

python

All Algorithms implemented in Python

qgrid

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks