This is the second place solution for : UmojaHack Africa 2022: African Snake Antivenom Binding Challenge

Last update: Dec 03, 2022

Overview

UmojaHack-Africa-2022-African-Snake-Antivenom-Binding-Challenge

This is the second place solution for : UmojaHack Africa 2022: African Snake Antivenom Binding Challenge

Instruction:

Run the notebooks in folders exp_v{number} to predict experiments (Experiment results are in the "results" folder)
Run the notebook "final_blend_umojahack_2022.ipynb" and you'll have the file "final_submission.csv" in the main directory

All experiments are done using the GPU : tesla v100-sxm2 16gb (With google colab) (For reproducibility purposes)

Team members

Mokhtar Mami : mo5mami

Owner

Mami Mokhtar

Trying my best

GitHub Repository

Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"

Memory Compressed Attention Implementation of the Self-Attention layer of the proposed Memory-Compressed Attention, in Pytorch. This repository offers

47 Dec 23, 2022

A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"

LASAFT-Net-v2 Listen, Attend and Separate by Attentively aggregating Frequency Transformation Woosung Choi, Yeong-Seok Jeong, Jinsung Kim, Jaehwa Chun

29 Jun 04, 2022

BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation

BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation This is a demo implementation of BYOL for Audio (BYOL-A), a self-sup

160 Jan 04, 2023

某学校选课系统GIF验证码数据集 + Baseline模型 + 上下游相关工具

elective-dataset-2021spring 某学校2021春季选课系统GIF验证码数据集（29338张） + 准确率98.4%的Baseline模型 + 上下游相关工具。数据集采用知识共享署名-非商业性使用 4.0 国际许可协议进行许可。 Baseline模型和上下游相关工具采用

27 Sep 17, 2021

CVPR2022 paper "Dense Learning based Semi-Supervised Object Detection"

[CVPR2022] DSL: Dense Learning based Semi-Supervised Object Detection DSL is the first work on Anchor-Free detector for Semi-Supervised Object Detecti

69 Dec 08, 2022

Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity

[ICLR 2022] Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity by Shiwei Liu, Tianlong Chen, Zahra Atashgahi, Xiaohan Chen, Ghada Sokar, Elen

18 Dec 31, 2022

This repository contains a toolkit for collecting, labeling and tracking object keypoints

This repository contains a toolkit for collecting, labeling and tracking object keypoints. Object keypoints are semantic points in an object's coordinate frame.

13 Dec 12, 2022

Near-Optimal Sparse Allreduce for Distributed Deep Learning (published in PPoPP'22)

Near-Optimal Sparse Allreduce for Distributed Deep Learning (published in PPoPP'22) Ok-Topk is a scheme for distributed training with sparse gradients

9 Oct 29, 2022

Scalable, event-driven, deep-learning-friendly backtesting library

...Minimizing the mean square error on future experience. - Richard S. Sutton BTGym Scalable event-driven RL-friendly backtesting library. Build on

922 Dec 27, 2022

Benchmark datasets, data loaders, and evaluators for graph machine learning

Overview The Open Graph Benchmark (OGB) is a collection of benchmark datasets, data loaders, and evaluators for graph machine learning. Datasets cover

1.5k Jan 05, 2023

An essential implementation of BYOL in PyTorch + PyTorch Lightning

Essential BYOL A simple and complete implementation of Bootstrap your own latent: A new approach to self-supervised Learning in PyTorch + PyTorch Ligh

48 Sep 27, 2022

这是一个利用facenet和retinaface实现人脸识别的库，可以进行在线的人脸识别。

Facenet+Retinaface：人脸识别模型在Keras当中的实现目录注意事项 Attention 所需环境 Environment 文件下载 Download 预测步骤 How2predict 参考资料 Reference 注意事项该库中包含了两个网络，分别是retinaface和fa

31 Nov 15, 2022

Hypersearch weight debugging and losses tutorial

tutorial Activate tensorboard option Running TensorBoard remotely When working on a remote server, you can use SSH tunneling to forward the port of th

1 Dec 11, 2021

TensorFlow implementation of Deep Reinforcement Learning papers

Deep Reinforcement Learning in TensorFlow TensorFlow implementation of Deep Reinforcement Learning papers. This implementation contains: [1] Playing A

1.6k Jan 03, 2023

Code for "The Box Size Confidence Bias Harms Your Object Detector"

The Box Size Confidence Bias Harms Your Object Detector - Code Disclaimer: This repository is for research purposes only. It is designed to maintain r

24 Dec 07, 2022

Twin-deep neural network for semi-supervised learning of materials properties

Deep Semi-Supervised Teacher-Student Material Synthesizability Prediction Citation: Semi-supervised teacher-student deep neural network for materials

3 Dec 14, 2022

Minecraft Hack Detection With Python

Minecraft Hack Detection An attempt to try and use crowd sourced replays to find

3 Mar 26, 2022

Unofficial implementation of Perceiver IO: A General Architecture for Structured Inputs & Outputs

Perceiver IO Unofficial implementation of Perceiver IO: A General Architecture for Structured Inputs & Outputs Usage import torch from src.perceiver.

111 Nov 15, 2022

Code to reproduce the experiments from our NeurIPS 2021 paper " The Limitations of Large Width in Neural Networks: A Deep Gaussian Process Perspective"

Code To run: python runner.py new --save SAVE_NAME --data PATH_TO_DATA_DIR --dataset DATASET --model model_name [options] --n 1000 - train - t

5 Dec 12, 2022

NeurIPS'21 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows

NeurIPS'21 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows This repo contains the code for the paper Tractable Densit

4 Dec 12, 2022

This is the second place solution for : UmojaHack Africa 2022: African Snake Antivenom Binding Challenge

Related tags

Overview

UmojaHack-Africa-2022-African-Snake-Antivenom-Binding-Challenge

Instruction:

Team members

Owner

Mami Mokhtar

Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"

A PyTorch implementation: "LASAFT-Net-v2: Listen, Attend and Separate by Attentively aggregating Frequency Transformation"

BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation

某学校选课系统GIF验证码数据集 + Baseline模型 + 上下游相关工具

CVPR2022 paper "Dense Learning based Semi-Supervised Object Detection"

Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity

This repository contains a toolkit for collecting, labeling and tracking object keypoints

Near-Optimal Sparse Allreduce for Distributed Deep Learning (published in PPoPP'22)

Scalable, event-driven, deep-learning-friendly backtesting library

Benchmark datasets, data loaders, and evaluators for graph machine learning

An essential implementation of BYOL in PyTorch + PyTorch Lightning

这是一个利用facenet和retinaface实现人脸识别的库，可以进行在线的人脸识别。

Hypersearch weight debugging and losses tutorial

TensorFlow implementation of Deep Reinforcement Learning papers

Code for "The Box Size Confidence Bias Harms Your Object Detector"

Twin-deep neural network for semi-supervised learning of materials properties

Minecraft Hack Detection With Python

Unofficial implementation of Perceiver IO: A General Architecture for Structured Inputs & Outputs

Code to reproduce the experiments from our NeurIPS 2021 paper " The Limitations of Large Width in Neural Networks: A Deep Gaussian Process Perspective"

NeurIPS'21 Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows