A resource for learning about Machine learning & Deep Learning
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Updated
Feb 9, 2024 - Python
A resource for learning about Machine learning & Deep Learning
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
A Collection of Variational Autoencoders (VAE) in PyTorch.
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
[CVPR2020] Adversarial Latent Autoencoders
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
The full collection of all codes for my Youtube Channel segregated as per topic.
LibCity: An Open Library for Urban Spatial-temporal Data Mining
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...
A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"
[CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
PyTorch Implementation of Physics-informed Neural Networks
74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
State-of-the-art, simple, fast unbounded / large-scale NeRFs.
Official implementation for "CP-VTON+: Clothing Shape and Texture Preserving Image-Based Virtual Try-On", CVPRW 2020
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