david8388's repositories
javascript-testing-best-practices
📗🌐 🚢 Comprehensive and exhaustive JavaScript & Node.js testing best practices (July 2023)
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
introduction-to-bash-scripting
Free Introduction to Bash Scripting eBook
Teacher-free-Knowledge-Distillation
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
PyTorch-Networks
Pytorch implementation of cnn network
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
DeepClustering
Methods and Implements of Deep Clustering
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
PCL
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
FastGAN-pytorch
Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021
Co-learning-Learning-from-noisy-labels-with-self-supervision
The official implementation of the ACM MM'2021 paper Co-learning: Learning from noisy labels with self-supervision.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Prototypical-Networks-for-Few-shot-Learning-PyTorch
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
vue-vuex
Practice for vuex
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
api-guidelines
Microsoft REST API Guidelines
ssl_for_fgvc
Self-Supervised Learning for Fine-Grained Image Categorization
ml-system-design-pattern
System design patterns for machine learning
SRGAN
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"