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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

citysiren

convlstm-1

Convolutional LSTM for Precipitation Nowcasting

convolutional_lstm_pytorch

Multi-layer convolutional LSTM with Pytorch

covid19spatiotemporal

Spatio Temporal modelling of Covid19 spread

covid_19ga

crime-prediction

CS281 Final Project to develop a new ML Model for predicting incidents of crime.

crimeprediction

Addressing the problem of predicting crime occurrence based on historic records

dall-e

PyTorch package for the discrete VAE used for DALL·E.

dap

Deep model for accident risk prediction over sparse traffic data

datashader

Quickly and accurately render even the largest data.

dc-crime-prediction

Contrary to the general belief that crimes happen at night or dark, in the nations capital most offenses or crimes happen during the evening.The Lab @ DC Consulting Project

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

graph

graph-generation

GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models

graphgym

Platform for designing and evaluating Graph Neural Networks (GNN)

ilpc2022

🏅 KG Inductive Link Prediction Challenge (ILPC) 2022

imageclassification

kepler.gl

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

lidar

Terrain and hydrological analysis based on LiDAR-derived digital elevation models (DEM)

lstm-wind-speed-forecasting

LSTM to predict wind speed

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mastering-apache-spark-2x

Mastering Apache Spark 2x, published by Packt

mastering-spark-sql-book

The Internals of Spark SQL

medium_notebook

Repository containing notebooks of my posts on Medium

my_spark

nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

precipitation-nowcasting

pytorch implemention of trajGRU.

predicting-traffic-accidents-cnn