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Research April 27, 2024

DeepSeekMath Pushing the Limits of Mathematical Reasoning in Open Language Models

LoRA compared to full finetuning, shows strong regularization effects..

1 min read
Research April 25, 2024

LoRA Learns Less and Forgets Less

Abstract

1 min read
Project Deep learning Pytorch vision December 26, 2023

Jingle or No Jingle. A Hilariously Serious Dive into PyTorch Image Classification for Santa Claus Detection. 🎄

Season's Greetings, data scientists and tech enthusiasts! In the spirit of ho-ho-hilarity and cutting-edge Christmas cheer, I present to you a Christmas-themed trip into the world of PyTorch image classification. Armed with the

6 min read
Project Machine learning Nlp Bayesian statistics October 17, 2023

Uncovering Topics in BBC News with Latent Dirichlet Allocation in R

Welcome everyone! Keeping in mind the post about Latent Dirichlet Allocation (in case you have not read it yet and you are interested, you can read it here), I am going explore the

13 min read
Project Machine learning Nlp Bayesian statistics October 05, 2023

Topic Modelling - Latent Dirichlet Allocation

Hello everyone! In this post I am going to go through an NLP subject. As you may have already read in this post's title, Topic Modelling is what I aim to explain to

9 min read
Project Deep learning March 04, 2023

Neural Network ~ Predicting a Numerical Value

Welcome back! As part of this introductory series on Neural Networks, we will be exploring the process of building NNs and making decisions about their topology. This includes determining the number of layers,

16 min read
Project Deep learning February 09, 2023

A smooth introduction to Neural Networks

Introduction

10 min read
Research January 04, 2022

Deep Learning Interviews - Hundreds of fully solved job interview questions from a wide range of key topics in AI

Deep Learning Interview: the best preparation book for AI/ML job seekers and students. Free on ArXiv.

1 min read
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