SkyLake's repositories
Vilnius-weather-LSTM
Repository for the analysis of Vilnius weather using tensorflow
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
Air-quality-prediction_convLSTM
We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, long short-term memory), which replaces the fully connected network in the classical LSTM with convolutional operations.
air_pollutants_prediction_lstm
This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGBM and ARIMA
AirQualityPrediction
This project has applied some Machine Learning techniques to analyse and predict the Air Quality in Beijing.
awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery
coding-interview-university
A complete computer science study plan to become a software engineer.
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
convLSTM
Machine learning lessons and teaching projects designed for engineers
cookbook-2nd-code
Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
cryptocurrency-price-prediction
Cryptocurrency Price Prediction Using LSTM neural network
Datasets
Machine learning datasets used in tutorials on MachineLearningMastery.com
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Deep_Learning_TimeSeries_data
The thesis work of Big Data Analytics program with codes
horizon-48-hour
Jupyter notebook implementing time series forecasting of energy consumption data with different methods.
keras-io
Keras documentation, hosted live at keras.io
LSTM-Wind-Speed-Forecasting
LSTM to predict wind speed
mit-15-003-data-science-tools
Study guides for MIT's 15.003 Data Science Tools
ocha-humanitarian-icons-for-gis
The OCHA Humanitarian Icons for use in ArcGIS and QGIS
python-cheatsheet
Comprehensive Python Cheatsheet
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Random-Forest-Projects
Machine Learning Experiments and Work
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
xgb_bitcoin_forecasting
Bitcoin Forecasting using VAR, XGBoost, and Facebook Prophet