https://github.com/alixunxing/machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
https://github.com/alixunxing/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
https://github.com/jcmontesherrera/jcmh-phd-thesis-notebooks
Notebooks and scripts created during the course of PhD research chapters.
https://github.com/alixunxing/deep-head-pose
:fire::fire: Deep Learning Head Pose Estimation using PyTorch.
https://github.com/alixunxing/face.evolve
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
https://github.com/alixunxing/dig
Official PyTorch implementation of `Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition`
https://github.com/alixunxing/dfdc_deepfake_challenge
A prize winning solution for DFDC challenge
https://github.com/alixunxing/detect-gpt
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
https://github.com/alixunxing/capsnet-tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
https://github.com/alixunxing/cvpr2020-paper-code-interpretation
cvpr2020/cvpr2019/cvpr2018/cvpr2017 papers,极市团队整理
https://github.com/alixunxing/bert-pytorch
Google AI 2018 BERT pytorch implementation
https://github.com/alixunxing/cuda-convnet-for-hashing
started from Alex's code on google code
https://github.com/alixunxing/convlstm-pytorch
ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST