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Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

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Cross Entropy Loss

Cross Entropy Loss

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2 min read
What Even Is Synthetic Data?

What Even Is Synthetic Data?

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5 min read
Three Decoding Methods in NLP

Three Decoding Methods in NLP

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1 min read
How-to Build a Transformer for Language Classification in TensorFlow

How-to Build a Transformer for Language Classification in TensorFlow

4
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1 min read
How to Build Q&A Models in Python (Transformers)

How to Build Q&A Models in Python (Transformers)

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1 min read
Useful Tensor Manipulation Functions in PyTorch

Useful Tensor Manipulation Functions in PyTorch

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9 min read
Parse Name and Address: Regex vs NER, with Code Examples

Parse Name and Address: Regex vs NER, with Code Examples

9
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4 min read
How-to do Sentiment Analysis with Flair in Python

How-to do Sentiment Analysis with Flair in Python

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1 min read
Deep Learning: when and why is it useful? (ML Log 11)

Deep Learning: when and why is it useful? (ML Log 11)

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5 min read
Text Generation With GPT-2 in Python

Text Generation With GPT-2 in Python

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1 min read
How I Identify Handwritten Digits Using Only Python

How I Identify Handwritten Digits Using Only Python

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15 min read
How does a Neuron Work in a Neural Network ? - Deep Learning Simplified Series

How does a Neuron Work in a Neural Network ? - Deep Learning Simplified Series

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3 min read
Real-time sign language detection android application using TensorFlow lite

Real-time sign language detection android application using TensorFlow lite

13
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3 min read
Do You Have a Look-alike?

Do You Have a Look-alike?

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6 min read
PyTorch tutorial: a quick guide for new learners

PyTorch tutorial: a quick guide for new learners

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12 min read
Making A Deep Dream Twitter Bot

Making A Deep Dream Twitter Bot

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5 min read
All you need to know about YOLO v3 (You Only Look Once)

All you need to know about YOLO v3 (You Only Look Once)

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6 min read
Sesgo en Machine Learning: no se trata sólo de los datos

Sesgo en Machine Learning: no se trata sólo de los datos

3
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5 min read
How I Implemented The Most Simple Neural Network Using Python

How I Implemented The Most Simple Neural Network Using Python

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6 min read
How Neural Networks Work

How Neural Networks Work

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4 min read
Forward hooks in PyTorch

Forward hooks in PyTorch

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2 min read
The Art of Hyperparameter Tuning in Deep Neural Nets by Example🎨

The Art of Hyperparameter Tuning in Deep Neural Nets by Example🎨

6
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11 min read
The Best 5 + 1 Podcasts for ML Learners and Practitioners

The Best 5 + 1 Podcasts for ML Learners and Practitioners

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5 min read
Hyper-Parameter Tuning to Optimize ML Models (MobileNet v2)

Hyper-Parameter Tuning to Optimize ML Models (MobileNet v2)

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2 min read
Transfer Learning with MobileNet-v2

Transfer Learning with MobileNet-v2

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2 min read
Detecting a Car is TESLA or NOT using Deep Learning with Fast.AI

Detecting a Car is TESLA or NOT using Deep Learning with Fast.AI

3
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6 min read
3D Brain Segmentation with UNET (BraTS19)

3D Brain Segmentation with UNET (BraTS19)

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11 min read
Deep Neural Network (DNN) in a Brief

Deep Neural Network (DNN) in a Brief

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2 min read
Neural Style Transfer Using PyTorch

Neural Style Transfer Using PyTorch

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7 min read
CUDA, CuDNN, and Tensorflow installation on windows and Linux.

CUDA, CuDNN, and Tensorflow installation on windows and Linux.

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2 min read
Some Great API Access Steps

Some Great API Access Steps

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1 min read
Hand Gesture

Hand Gesture

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3 min read
Top 5 Artificial Intelligence Trends in 2021

Top 5 Artificial Intelligence Trends in 2021

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6 min read
Building a Transformer For Language Classification in TensorFlow

Building a Transformer For Language Classification in TensorFlow

2
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1 min read
What’s in the controversial article that forced Timnit Gebru out of Google?

What’s in the controversial article that forced Timnit Gebru out of Google?

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9 min read
Artificial Neural Networks: types, uses, and how they work

Artificial Neural Networks: types, uses, and how they work

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21 min read
Convolutional Neural Networks (CNN) in a Brief

Convolutional Neural Networks (CNN) in a Brief

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2 min read
A tale of Tensorflow.js - Chapter 2: Models

A tale of Tensorflow.js - Chapter 2: Models

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4 min read
A tale of Tensorflow.js - Chapter 1: Tensors

A tale of Tensorflow.js - Chapter 1: Tensors

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4 min read
Machine Learning Diaries : The Andrew Ng Machine Learning Course In Review

Machine Learning Diaries : The Andrew Ng Machine Learning Course In Review

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8 min read
Train a Neural Network to Count, with Javascript & Dannjs

Train a Neural Network to Count, with Javascript & Dannjs

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5 min read
Top 5 Model Interpretability Libraries for Python

Top 5 Model Interpretability Libraries for Python

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8 min read
Machine Learning FYP Ideas

Machine Learning FYP Ideas

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66 min read
AlphaFold 2 Explained: A Semi-Deep Dive

AlphaFold 2 Explained: A Semi-Deep Dive

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6 min read
AI 101 | Introduction to Artificial Intelligence

AI 101 | Introduction to Artificial Intelligence

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16 min read
Easy NLP Text Summarization With Google AI's T5 (Python)

Easy NLP Text Summarization With Google AI's T5 (Python)

10
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3 min read
Detexify in your browser

Detexify in your browser

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2 min read
What is Deep Learning? An intuitive introduction

What is Deep Learning? An intuitive introduction

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6 min read
PyTorch :: Understanding Tensors (Part 2)

PyTorch :: Understanding Tensors (Part 2)

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7 min read
💡TensorFlow Tip, use .cache

💡TensorFlow Tip, use .cache

6
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1 min read
On a Long Drive with AWS DeepRacer

On a Long Drive with AWS DeepRacer

6
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11 min read
Build your first Neural Network with the Keras API

Build your first Neural Network with the Keras API

12
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11 min read
2020-2021 Technology Outlook: Why Python Is Here to Stay

2020-2021 Technology Outlook: Why Python Is Here to Stay

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5 min read
Another Two Years In The Life Of AI, ML, DL And Java

Another Two Years In The Life Of AI, ML, DL And Java

3
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11 min read
Identifying the Gender of a Movie Character with Deep Learning

Identifying the Gender of a Movie Character with Deep Learning

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22 min read
PyTorch :: Understanding Tensors (Part 1)

PyTorch :: Understanding Tensors (Part 1)

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4 min read
PyTorch :: Course Introduction

PyTorch :: Course Introduction

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1 min read
Artificial Intelligence Vs Machine Learning Vs Deep Learning: A Quick Comparison

Artificial Intelligence Vs Machine Learning Vs Deep Learning: A Quick Comparison

19
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4 min read
What is Deep Learning? A Tutorial for Beginners

What is Deep Learning? A Tutorial for Beginners

27
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12 min read
A Story of Face Recognition using Python

A Story of Face Recognition using Python

7
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8 min read
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