valuestdio

valuestdio's Stars

• tsinghua-fib-lab/ResInf

  This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked systems.

  Language:Python316

• tenderini/Conformal-Prediction-Beyond-Exchangeability

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• aangelopoulos/conformal-prediction

  Lightweight, useful implementation of conformal prediction on real data.

  Language:Jupyter Notebook80489

• ermongroup/ddim

  Denoising Diffusion Implicit Models

  Language:Python1.5k209

• paulgrigas/SmartPredictThenOptimize

  Code for the paper "Smart 'Predict, then Optimize'"

  Language:Julia7120

• NREL/sup3r

  The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

  Language:Python8810

• davidanastasiu/dan

  Language:Python91

• BUAABIGSCity/PDFormer

  [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.

  Language:Python21237

• Lordog/dive-into-llms

  《动手学大模型Dive into LLMs》系列编程实践教程

  3.9k337

• lutzroeder/netron

  Visualizer for neural network, deep learning and machine learning models

  Language:JavaScript28.7k2.8k

• HarisIqbal88/PlotNeuralNet

  Latex code for making neural networks diagrams

  Language:TeX22.4k2.9k

• plumprc/RTSF

  Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

  Language:Jupyter Notebook716

• Dao-AILab/flash-attention

  Fast and memory-efficient exact attention

  Language:Python14.7k1.4k

• VincLee8188/GMAN-PyTorch

  Implementation of Graph Muti-Attention Network with PyTorch

  Language:Python14329

• chnsh/DCRNN_PyTorch

  Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

  Language:Python462116

• GestaltCogTeam/D2STGNN

  Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.

  Language:Python16917

• anasashb/aliceHU

  Repository for ALICE, a Python framework that fuses Feature Selection and Inter-Rater Agreeability to gain insights into ML models.

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• Yimeng-Zhang/feature-engineering-and-feature-selection

  A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

  Language:Jupyter Notebook1.5k410

• sudiptodip15/CCMI

  Classifier based mutual information, conditional mutual information estimation; conditional independence testing

  Language:Python347

• smazzanti/mrmr

  mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.

  Language:Python53879

• Eilene/spatio-temporal-paper-list

  Spatio-temporal modeling 论文列表（主要是graph convolution相关)

  525120

• thuml/iTransformer

  Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

  Language:Python1.4k228

• thuml/Autoformer

  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

  Language:Jupyter Notebook2k430

• PaddlePaddle/PaddleSpatial

  PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.

  Language:GLSL339167

• YuxiWANGcode/WeaGAN

  WeaGAN: Weather-Aware Graph Attention Network for Traffic Prediction

  Language:Python1

• YuanRan1222/C-StyleGAN2-SE

  Language:Python122

• meta-llama/llama

  Inference code for Llama models

  Language:Python56.8k9.6k

• namaemonaishi/Encrypted-Malicious-Traffic-Detection-System-Using-Machine-Learning

  使用机器学习的恶意加密流量识别系统

  Language:Python341