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ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理等热门领域

air_pollution_forcast_beijing

基于Keras的LSTM多变量时间序列预测

asm

Artificial Stock Market X

chinahadoop_c4

complex-network

复杂网络研究资源整理和基础知识学习

datamining

learn in datamining

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deeplearningnotes

机器学习和量化分析学习进行中

digits_recognition_realtime

This python application recognizes digits from real time webcam data. The user is allowed to write the digits on the screen using an object-of-interest (a water bottle cap in this case).

dsanet

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

fnn

Embed strange attractors using a regularizer for autoencoders

gradient-trader

Cryptocurrency trader

great_energy_predictor_shootout_1_2

Kaggle-Replica of the original 1993 competition

kaggle-web-traffic

1st place solution

kucun

mlcourse.ai

Open Machine Learning Course

mogutda

Topological Data Analysis in Python: Simplicial Complex

mplfinance

New mplfinance package (to replace mpl-finance sometime in 2020).

multivariate-time-series-data

ndcn

Neural Dynamics on Complex Networks

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytda

Topological Data Analysis in Python

santander-customer-transaction-prediction

2nd Place Solution 💰🥈

simulator

tf2rl

TensorFlow2.0 Reinforcement Learning

tradingsimulator

Backtesting/Simulation tool to see how a financial ML trader perform.