Stars
Code for modelling energy and emissions for different car-related policies in urban areas
Techniques for deep learning with satellite & aerial imagery
pytorch,unet,aerial image,segnet,pspnet,satellite,segmentaion
Collection of methods that compute emissions starting from mobility trajectories.
A real time geo tracker and logger built with Particle devices, webhooks, Influx database and Grafana dashboard.
An index of algorithms for learning causality with data
Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
Student Research and Training Programme, National Level, 2018.12-2020.08
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
Uber trip data from a freedom of information request to NYC's Taxi & Limousine Commission
A curated list of awesome work on causal inference, particularly in machine learning.
Uplift modeling and causal inference with machine learning algorithms
Number of infection and recovered cases for COVID-19 in China at the provincial and administrative division level
[ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effects
Awesome paper list with code about generative adversarial nets
Tutorial for Graph AutoEncoder implemented by TensorFlow 1.x and 2.x
Implementation of Kernighan-Lin graph partitioning algorithm in Python
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Recommendation Systems This is a workshop on using Machine Learning and Deep Learning Techniques to build Recommendation Systesm Theory: ML & DL Formulation, Prediction vs. Ranking, Similiarity, Bi…
Fast Python Collaborative Filtering for Implicit Feedback Datasets
🌏 Review notes for Postgraduate Interview of Tsinghua EE. (Sept. 2017)
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다