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machine_learning_beginner

机器学习初学者公众号作品

machinelearning-start-3

Data&code for Machine-Learning-in-Action by Python3 | 《机器学习实战》数据与Python3源码:cat2:

mad-gans

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

metis

Metis is a learnware platform in the field of AIOps.

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

mlapp_cn_code

《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。

nlp-competitions

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

note-numpy

python数据分析入门教程

numpy-100

100 numpy exercises (100% complete)

numpy-ml

传统机器学习以及深度学习算法的numpy实现

numpy_exercises

Numpy exercises.

numpypandas-start-1

《利用Python进行数据分析·第2版》

pcalg

CPDAG Estimation using PC-Algorithm

plotly

plotly-dashboards-with-dash

This is the repo for the Udemy Course Python Dashboards with Plotly's Dash

predictive-maintenance-using-lstm

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

python-cheatsheet

Comprehensive Python Cheatsheet

pythonplotlycodes

《Python 数据分析：基于 Plotly 的动态可视化绘图》 源代码

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) 遗传、粒子群、模拟退火、蚁群算法等

sfa

Scalable Time Series Data Analytics

statistics-start-2

《统计学习方法》的代码实现

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-start-4

tensorflow-tutorial

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

test