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2020-zhihuihaiyang

2020数字**创新大赛-数字政府赛道-智能算法赛：智慧海洋建设算法赛道代码

abnormal_event_detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

activity_rec_ml-lstm

Activity Recognition using Temporal Optical Flow Convolutional Features and Multi-Layer LSTM

ai-projects

Artificial Intelligence projects, documentation and code.

air-quality-prediction

Repository of KDD Cup, 2018.

algorithm-and-complexity

Python code for algorithm and complexity

algorithm_interview_notes-chinese-backups

alocc_keras

Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.

amazing-semantic-segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

an-attention-based-spatiotemporal-lstm-network-for-next-poi-recommendation

A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation

anogan-keras

Unsupervised anomaly detection with generative model, keras implementation

anomaly-detection-and-localization

approachingalmost

Approaching (Almost) Any Machine Learning Problem

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

attentionconvlstm

"Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018

attentive-gan-derainnet

Tensorflow implemention of "Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018) " model https://maybeshewill-cv.github.io/attentive-gan-derainnet/

automold--road-augmentation-library

This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomous vehicles. Automold is created to train CNNs in specific weather and road conditions.

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-foundation-models-for-weather-and-climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

awesome-precipitation-nowcasting

A list of Precipitation Nowcasting papers and related resources.

awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

aws-cicd-deploymennt

azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

background-substraction-using-gmm

Implementation of Background Substraction using Gaussian mixture model and using OpenCV library.

background-subtraction

Background Subtraction is widely used in motion tracking and analysis. This is my work on Background Subtraction and analysis

bayesianlstm

Bayesian LSTM Implementation in PyTorch

bgscnn

Background subtraction using deep learning method.

binarynet.pytorch

Binarized Neural Network (BNN) for pytorch

bixi-optimization

Route optimization for bike rebalancing within the BIXI bike-sharing system

build_minillm_from_scratch

从0到1构建一个MiniLLM