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Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
Latex code for making neural networks diagrams
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
An easy implementation of FPN (https://arxiv.org/pdf/1612.03144.pdf) in PyTorch.
Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)
SOLOv2 pytorch (without mmdetection and mmcv)
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)
[Pytorch] This project aims to perform well at instance segmentation on the BBBC006 cells dataset. We tested UNet over several configurations including the loss function, evaluation function and th…
🏅 Collection of Kaggle Solutions and Ideas 🏅
BMS-Molecular-Translation Competition Solution • U-Net • ResNet101 • Attention Mechanism • YOLOv5 🧬💊
Pytorch implementation of Virtual Adversarial Training
Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
This repository contains basic information about different algotrading repo I like.
Python Backtesting library for trading strategies
A TD Ameritrade API client for Python. Includes historical data for equities and ETFs, options chains, streaming order book data, complex order construction, and more.
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".
Annotations of the interesting ML papers I read
My implementation of DeepMind's Perceiver
Implementation of Feedback Transformer in Pytorch
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Natural Language Processing Tutorial for Deep Learning Researchers
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning