Code for Fold2Seq paper from ICML 2021

Last update: Dec 04, 2022

Related tags

Deep Learning fold2seq

Overview

[ICML2021] Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design

Environment file:

environment.yml

Data and Feature Generation:

Go to data/ and check the README there.

How to train the model:

go to src/ and run:

python train.py --data_path $path_to_the_data_dictionary --lr $learning_rate --model_save $path_to_the_saved_model

How to generate sequences:

go to src/ and run:

python inference.py --trained_model $path_to_the_trained_model --output $path_to_the_output_file --data_path $path_to_the_data_dictionary

Fold2Seq generated structures against natural structures:

Owner

International Business Machines

GitHub Repository

Predict and time series avocado hass

RECOMMENDER SYSTEM MARKETING TỔNG QUAN VỀ HỆ THỐNG DỮ LIỆU 1. Giới thiệu - Tiki là một hệ sinh thái thương mại "all in one", trong đó có tiki.vn, là

3 Jan 10, 2022

Object detection and instance segmentation toolkit based on PaddlePaddle.

9.3k Jan 02, 2023

Code release for "COTR: Correspondence Transformer for Matching Across Images"

COTR: Correspondence Transformer for Matching Across Images This repository contains the inference code for COTR. We plan to release the training code

360 Jan 06, 2023

This project is a loose implementation of paper "Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach"

Stock Market Buy/Sell/Hold prediction Using convolutional Neural Network This repo is an attempt to implement the research paper titled "Algorithmic F

136 Dec 28, 2022

TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-Captured Scenarios

TPH-YOLOv5 This repo is the implementation of "TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-Captured

439 Dec 22, 2022

This repo provides the base code for pytorch-lightning and weight and biases simultaneous integration.

Write your model faster with pytorch-lightning-wadb-code-backbone This repository provides the base code for pytorch-lightning and weight and biases s

9 Mar 29, 2022

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

ConSERT Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Requirements torch==1.6.0

478 Dec 25, 2022

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

Vehicle Detection Video demo Overview Vehicle detection using these machine learning and computer vision techniques. Linear SVM HOG(Histogram of Orien

1.1k Dec 18, 2022

Code for our paper "MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction" published at ICCV 2021.

MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction This repository contains the code for the p

30 Jan 05, 2023

Codebase for the solution that won first place and was awarded the most human-like agent in the 2021 NeurIPS Competition MineRL BASALT Challenge.

KAIROS MineRL BASALT Codebase for the solution that won first place and was awarded the most human-like agent in the 2021 NeurIPS Competition MineRL B

37 Oct 30, 2022

Code for Fold2Seq paper from ICML 2021

Related tags

Overview

[ICML2021] Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design

Environment file:

Data and Feature Generation:

How to train the model:

How to generate sequences:

Fold2Seq generated structures against natural structures:

Owner

International Business Machines

Predict and time series avocado hass

Object detection and instance segmentation toolkit based on PaddlePaddle.

Code release for "COTR: Correspondence Transformer for Matching Across Images"

This project is a loose implementation of paper "Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach"

TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-Captured Scenarios

This repo provides the base code for pytorch-lightning and weight and biases simultaneous integration.

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

Code for our paper "MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction" published at ICCV 2021.

Open source code for Paper "A Co-Interactive Transformer for Joint Slot Filling and Intent Detection"

"Neural Turing Machine" in Tensorflow

Unofficial PyTorch code for BasicVSR

A python library to artfully visualize Factorio Blueprints and an interactive web demo for using it.

[CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets

Tools for manipulating UVs in the Blender viewport.

IsoGCN code for ICLR2021

Source code of our TTH paper: Targeted Trojan-Horse Attacks on Language-based Image Retrieval.

Painting app using Python machine learning and vision technology.

Simulation of self-focusing of laser beams in condensed media

Codebase for the solution that won first place and was awarded the most human-like agent in the 2021 NeurIPS Competition MineRL BASALT Challenge.