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1. Text-Generation-LoRA-and-Knowledge-Distillation Text-Generation-LoRA-and-Knowledge-Distillation Public

   This repository contains the solutions and discussions for Assignment #2 of the course E0270: Machine Learning. The assignment covers three main topics: Text Generation with GPT-2, Low Rank Adaptat…

   Python 1

2. Modelling-Indian-Names Modelling-Indian-Names Public

   Used patterns in Indian names that models could learn, modelling those using n-gram models, then moved to neural n-gram and RNN models.

   Jupyter Notebook

3. Comparison_Analysis_of_embeddings Comparison_Analysis_of_embeddings Public

   Conducted intrinsic evaluation of word embeddings through analogy and similarity tests, comparing the custom Skip-gram model’s performance against Google’s pre-trained Word2Vec model to assess the …

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4. Translation-Using-Sequence-to-Sequence-Modelling Translation-Using-Sequence-to-Sequence-Modelling Public

   Translating Indian Names to Hindi, a sequence-to-sequence modeling task, using character-level conditional language models.

   Python

5. Determining-Equivalence-of-Quora-Question-Pairs Determining-Equivalence-of-Quora-Question-Pairs Public

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6. Graph-Mining-for-Facebook-friend-recommendation Graph-Mining-for-Facebook-friend-recommendation Public

   In this task, we are given a directed social graph, where nodes symbolize users and directed edges indicate their connections. The objective is to forecast missing links within the graph, effectiv…