- Using XGBoost for time series prediction tasks
- Time Series Forecasts using Facebook's Prophet (with Python & R codes)
- A Guide For Time Series Prediction Using Recurrent Neural Networks (LSTMs)
- Time Series Analysis in Python: An Introduction – Towards Data Science
- MaxBenChrist/awesome_time_series_in_python: This curated list contains python packages for time series analysis
- Forecasting Time Series Data with Convolutional Neural Networks - Machine Learning Applications
- Time Series Deep Learning: Forecasting Sunspots With Keras Stateful LSTM In R
- A Guide For Time Series Prediction Using Recurrent Neural Networks (LSTMs)
- Forecasting Methods : Part I – Taposh Dutta-Roy – Medium
- https://www.analyticsvidhya.com/blog/2016/02/time-series-forecasting-codes-python/
- 如何基于TensorFlow使用LSTM和CNN实现时序分类任务
- Cross-validation for time series
- Optimizing k-means Clustering for Time Series Data
- Forecasting Time Series Data with Convolutional Neural Networks - Machine Learning Applications
- My views of the World and Systems | Is it frustrating there's so much you do not know? No it fills me with awe.
- Using XGBoost for time series prediction tasks
- Time Series Analysis in Python: An Introduction – Towards Data Science
- How to train your own Object Detector with TensorFlow’s Object Detector API
- Predicting Cryptocurrency Prices With Deep Learning
- S&P 500 || Simple Forecasting with Prophet | Kaggle
- RJT1990/pyflux: Open source time series library for Python
- Everything you can do with a time series | Kaggle
- 11 Classical Time Series Forecasting Methods in Python (Cheat Sheet)
- Taxonomy of Time Series Forecasting Problems
- Data Science for Business - Time Series Forecasting Part 2: Forecasting with timekit
- Engineering Extreme Event Forecasting at Uber with Recurrent Neural Networks | Uber Engineering Blog
- Using LSTMs to forecast time-series – Towards Data Science
- Autoregressive Models in TensorFlow
- How to Develop a Skillful Machine Learning Time Series Forecasting Model
- tensorflow/tensorflow/contrib/timeseries at master · tensorflow/tensorflow
- 1st place solution | Corporación Favorita Grocery Sales Forecasting | Kaggle
- 3rd place solution overview | Corporación Favorita Grocery Sales Forecasting | Kaggle
- my 10 day journey for this competition and solution sharing | Kaggle
- 8th solution | Kaggle
- Source Code | Kaggle
- 12th place solution | Kaggle
- 5th Place Solution | Kaggle
- My approach - public 0.507, private 0.517 | Kaggle
- A Gentle Introduction to SARIMA for Time Series Forecasting in Python
- A Gentle Introduction to Exponential Smoothing for Time Series Forecasting in Python
- How to Model Volatility with ARCH and GARCH for Time Series Forecasting in Python
- EDA+Prophet+ MLP Neural Network Forecasting | Kaggle
- Using Machine Learning to Ensure the Capacity Safety of Individual Microservices
- An End-to-End Project on Time Series Analysis and Forecasting with Python