Asynchronous Web requests using AJAX, Creating REST API using PHP
jQuery: Working with jQuery, Using plugins in jQuery and Creating Image slider, Generating charts from data using 3rd Party Libs
Asynchronous Web requests using AJAX, Creating REST API using PHP
jQuery: Working with jQuery, Using plugins in jQuery and Creating Image slider, Generating charts from data using 3rd Party Libs
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for both physical and mental health. It notes that regular exercise can reduce the risk of diseases like heart disease and diabetes, improve mood, and reduce feelings of stress and anxiety. Staying active also helps maintain a healthy weight and keeps muscles, bones, and joints healthy as we age.
Monthly Khazina-e-Ruhaniyaat October'22 (Vol.13, Issue 6)Darul Amal Chishtia
6th issue of Volume 13. Nurani Tawezat Number is 24th Special Number is based on Nurani, In which spiritual treatment is done of Bandish, Jadu, Jinnat, Mujjarab Aamaal, Nazr-e-Bad, Dushman, Shadi wa Nikah, Zuban Bandi, Judai & Mohabbat. A very useful Special Number for everyone.
Zs 0945 zagor - helingenov povratak (scanturion & folpi & emeri)(6 mb)zoran radovic
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise has also been shown to increase gray matter volume in the brain and reduce risks for conditions like Alzheimer's and dementia.
El documento habla sobre los desafíos que enfrentan las pequeñas empresas en la actualidad. Menciona que la pandemia ha afectado negativamente a muchas pequeñas empresas y que necesitan apoyo gubernamental para sobrevivir y recuperarse. También señala que las pequeñas empresas son esenciales para la economía y el empleo.
The document discusses the benefits of exercise for both physical and mental health. It notes that regular exercise can reduce the risk of diseases like heart disease and diabetes, improve mood, and reduce feelings of stress and anxiety. The document recommends that adults get at least 150 minutes of moderate exercise or 75 minutes of vigorous exercise per week to gain these benefits.
Super tickets in pre trained language modelsHyunKyu Jeon
This document discusses finding "super tickets" in pre-trained language models through pruning attention heads and feedforward layers. It shows that lightly pruning BERT models can improve generalization without degrading accuracy (phase transition phenomenon). The authors propose a new pruning approach for multi-task fine-tuning of language models called "ticket sharing" where pruned weights are shared across tasks. Experiments on GLUE benchmarks show their proposed super ticket and ticket sharing methods consistently outperform unpruned baselines, with more significant gains on smaller tasks. Analysis indicates pruning reduces model variance and some tasks share more task-specific knowledge than others.
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The document discusses the benefits of exercise for both physical and mental health. It notes that regular exercise can reduce the risk of diseases like heart disease and diabetes, improve mood, and reduce feelings of stress and anxiety. Staying active also helps maintain a healthy weight and keeps muscles, bones, and joints healthy as we age.
Monthly Khazina-e-Ruhaniyaat October'22 (Vol.13, Issue 6)Darul Amal Chishtia
6th issue of Volume 13. Nurani Tawezat Number is 24th Special Number is based on Nurani, In which spiritual treatment is done of Bandish, Jadu, Jinnat, Mujjarab Aamaal, Nazr-e-Bad, Dushman, Shadi wa Nikah, Zuban Bandi, Judai & Mohabbat. A very useful Special Number for everyone.
Zs 0945 zagor - helingenov povratak (scanturion & folpi & emeri)(6 mb)zoran radovic
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise has also been shown to increase gray matter volume in the brain and reduce risks for conditions like Alzheimer's and dementia.
El documento habla sobre los desafíos que enfrentan las pequeñas empresas en la actualidad. Menciona que la pandemia ha afectado negativamente a muchas pequeñas empresas y que necesitan apoyo gubernamental para sobrevivir y recuperarse. También señala que las pequeñas empresas son esenciales para la economía y el empleo.
The document discusses the benefits of exercise for both physical and mental health. It notes that regular exercise can reduce the risk of diseases like heart disease and diabetes, improve mood, and reduce feelings of stress and anxiety. The document recommends that adults get at least 150 minutes of moderate exercise or 75 minutes of vigorous exercise per week to gain these benefits.
Super tickets in pre trained language modelsHyunKyu Jeon
This document discusses finding "super tickets" in pre-trained language models through pruning attention heads and feedforward layers. It shows that lightly pruning BERT models can improve generalization without degrading accuracy (phase transition phenomenon). The authors propose a new pruning approach for multi-task fine-tuning of language models called "ticket sharing" where pruned weights are shared across tasks. Experiments on GLUE benchmarks show their proposed super ticket and ticket sharing methods consistently outperform unpruned baselines, with more significant gains on smaller tasks. Analysis indicates pruning reduces model variance and some tasks share more task-specific knowledge than others.
Synthesizer rethinking self-attention for transformer models HyunKyu Jeon
The document expresses gratitude to the reader for taking the time to listen. It does not provide any other details, context, or information beyond thanking the reader for listening. The summary captures the essence of the document in a single concise sentence.
This document summarizes Meta Back-Translation, a method for improving back-translation by training the backward model to directly optimize the performance of the forward model during training. The key points are:
1. Back-translation typically relies on a fixed backward model, which can lead the forward model to overfit to its outputs. Meta back-translation instead continually trains the backward model to generate pseudo-parallel data that improves the forward model.
2. Experiments show Meta back-translation generates translations with fewer pathological outputs like greatly differing in length from references. It also avoids both overfitting and underfitting of the forward model by flexibly controlling the diversity of pseudo-parallel data.
3. Related work leverages mon
Maxmin qlearning controlling the estimation bias of qlearningHyunKyu Jeon
This document summarizes the Maxmin Q-learning paper published at ICLR 2020. Maxmin Q-learning aims to address the overestimation bias of Q-learning and underestimation bias of Double Q-learning by maintaining multiple Q-functions and using the minimum value across them for the target in the Q-learning update. It defines the action selection and target construction for the update based on taking the maximum over the minimum Q-value for each action. The algorithm initializes multiple Q-functions, selects a random subset to update using the maxmin target constructed from the minimum Q-values. This approach reduces the biases seen in prior methods.
