Asad MahmoodinTowards Data ScienceDonut Plot with Matplotlib (Python)Let’s start by praising visualizations with a very famous English language adage. It’s cliche but dead on.2 min read·Jun 12, 2019----
Asad MahmoodinTowards Data ScienceLogistic Regression on MNIST with PyTorchLogistic regression is used to describe data and to explain the relationship between one dependent binary variable and one or more nominal…3 min read·Apr 27, 2019--3--3
Asad MahmoodinTowards Data ScienceA look into GLTR (using GPT-2)The field of Natural Language Processing (NLP) has advanced greatly in the last year with the release of BERT model [1], which has…5 min read·Apr 21, 2019----
Asad MahmoodinTowards Data ScienceAudio Classification with Pre-trained VGG-19 (Keras)In this post, I’ll target the problem of audio classification. I’ll train an SVM classifier on the features extracted by a pre-trained…3 min read·Apr 20, 2019--5--5
Asad MahmoodinTowards Data ScienceLinear Regression with PyTorchLinear Regression is an approach that tries to find a linear relationship between a dependent variable and an independent variable by…3 min read·Apr 20, 2019--6--6
Asad MahmoodinTowards Data SciencePostmortem of Artificial Neural Networks using PyTorchMy first interaction with Machine Learning was when I needed to complete an assignment, and I just searched the internet for ways of using…5 min read·Apr 15, 2019----
Asad MahmoodinTowards Data SciencePyTorch FundamentalsPyTorch is one of the most famous deep learning frameworks out there. I personally prefer PyTorch because of its pythonic nature. It's…3 min read·Apr 15, 2019--1--1
Asad MahmoodinTowards Data ScienceSentiment Preserving Word EmbeddingsWord embedding Is a technique which maps words into a space using continuous value vectors such that the words which have similar contexts…3 min read·Feb 20, 2019--1--1
Asad MahmoodReverse Image Search: Finding Conceptually Similar ImagesMost of you guys would’ve used Google Image Search or TinEye to find images similar to that of your query. This process is termed as…3 min read·Feb 15, 2019--2--2
Asad MahmoodReinforcement Learning for Relation Classification from Noisy DataThis blog post aims at explaining the paper https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/download/17151/16140 on a high level.3 min read·Feb 15, 2019----