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articles

deep_learning_for_nlp

A repository that contains various tasks of NLP using Deep Learning.

exploring-t5

A repo to explore different NLP tasks which can be solved using T5

image-processing-basics

jazbot

k-means

Learning k-means for images.

kaggle-titanic

Kaggle titanic problem solution implementation using linear regression and Random-Forest.

lda-gibbs_sampling

Implementation of LDA in python 2.7

local-search-engine-in-python

A local file and text search engine in python.

login-structure

A basic login structure with passport in nodejs.

ml-coursera-ex1

Python implementation of Coursera ML -Exercise 1.

os-project

Basic Linux Shell in C.

predictive-parsing

Parsing a string using predictive parsing algorithm.

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

rag-for-resume-and-work-portfolio-analysis

Implemented an end-to-end Retrieval Augmented Generation (RAG) pipeline using Sentence-Window Retrieval and Auto-merging retrieval techniques to enable users to ask any questions about my work using an LLM.

riddler-analysis

Analysis of an online quiz event.

riviera15

The official Windows Phone 8.1 app for Riviera 2015

sentimentanalysis-naivebayes

Classification of text as positive or negative using Naive Bayes.

simplyviz

Implementation of some d3.js visualisations.

speaker-invariant-domain-adversarial-neural-networks

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-livelessons

"Deep Learning with TensorFlow" LiveLessons

topic_modeling_nlp

Algorithms for topic modeling of text.

updn1

word_embeddings_with_pca

Word embeddings using PMI and PCA.