Deep Learning
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Gradient Tape (1)
Hugging Face (2)
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Pre Trained Models (1)
Representation Models (1)
Sentiment Classification (2)
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Tensor Basics (5)
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classification (2)
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Deep Learning

Learnings and Projects on Deep Learning

This website is designed to record my learnings on Deep Learning using Tensor Flow Framework. Since, website will be very handy to review even on a mobile compared to Jupyter Notebook.

The coding is done in python majorly using the following packages as of now:

  • Tensor Flow
  • numpy
  • Pandas
  • plotnine { Similar to that of ggplot of R }
  • dfply { Similar to that of tidyverse of R }



Hugging Face - Representation Models

Representation Models
Hugging Face
Sentiment Classification
Exploration of Represenation Models & Text Classification
Feb 24, 2025

tensor

Word2Vec Similarities and Product Recommendations

Word2Vec
Exending Similarities to Recommendations
Feb 10, 2025

Vegetable Classification and Recognition

100% Accuracy on Dev and Test Dataset
tensorflow
classification
cnn
transferlearning
This article explores the use of convolution neural networks (CNN). Also, since it is my second deep learning project, I took every opportuinity to build my basics strongly.
Jun 26, 2024

Tensor Flow - Important Functions

Tensor Basics
Previously, we were exploring basics of tensorflow mathematical and arthimetic operations. In this article we will explore few important functions that would be helpful in…
Jun 22, 2024

Hugging Face - Sentiment Classification

Pre Trained Models
Hugging Face
Sentiment Classification
Exploration of Hugging Face Basics with Sentiment Classification
May 26, 2024

Amazon Reviews - Sentiment Classification

tensorflow
classification
sequencemodels
This article explores the use of deep learning models, such as feed forward neural networks (FFNN) and recurrent neural networks (RNN), such Bidirectional LSTM (BiLSTM) for…
May 6, 2024

Basic Tensor Gradient Tape

Tensor Basics
Gradient Tape
This blog has been created out of curiosity to develop gradient descent from scratch rather than using the gradient descent algorithm directly.
Apr 21, 2024

Basic Tensor Math Operations

Tensor Basics
Tensor Math
This blog, I just a basic commparison of math operations between numpy and tensor variables.
Apr 11, 2024

Shallow to Multi-Layer Neural Network - Linear Regression

Linear Regression
Shallow Neural Network
Multi-Layer Neural Network
Second Neural network model
Apr 2, 2024

Shallow Neural Network - Linear Regression

Linear Regression
Shallow Neural Network
First Neural network model
Mar 28, 2024

tensor

Tensor Flow Basics - 2

Tensor Basics
My initial learnings on tensors
Mar 21, 2024

tensor

Tensor Flow Basics -1

Tensor Basics
My initial learnings on tensors
Mar 20, 2024
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