nakkhatra Goto Github PK

air-drawing-with-opencv

algorithmic-problem-solving

Here I will be uploading the algorithmic problem solving solutions by me that I practise from leetcode and hackerrank.

bpe_tokenization

A demo on how to create BPE Tokenization on a sample text corpus.

certifications

competitive-programming

This is a collection of useful Competitive Programming material!

converting-video-to-frames-with-opencv

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

extracting-geocodes-from-location-using-geopy-and-interactive-heatmap-with-mapbox

faiss

A library for efficient similarity search and clustering of dense vectors.

kmeans-image-compression-from-scratch

koushikroy.github.io

Personal Website of Koushik Roy

labse

Language-agnostic BERT Sentence Embedding (LaBSE)

largest-number-generated-from-combination-of-a-list-of-integers

learning_django

Here I will be uploading the projects that I cover while going through the course of Django by Dr. Charles Russel Severance.

leetcode

Here I will be uploading the algorithmic problems that I solve in leetcode.

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

machine-learning-cost-function-multiple-variable

machine-learning-grad-descent-multivariate-vectorized

Vectorized version of gradient descent with multiple variables

machinelearning_costfunction

nakkhatra

Config files for my GitHub profile.

omdb-movie-api-flaskmysql

omdena-bangladesh-roadsafety

AI for Improving Road Safety in Bangladesh

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

person_name_classifier

Built a multilingual person name classifier

pytorch-universal-docker-template

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

pytorch_learning

tag-based-multi-span-extraction

The official implementation of EMNLP 2020, "A Simple and Effective Model for Answering Multi-span Questions".

tokenization_from_txt_file

In this code, I have created a class with two methods, where the first one tokenizes the words in the corpus (.txt file) with regular expressions and the second one tokenizes the words by turning this into a pandas dataframe. I tried to figure out which one is faster using the timeit module and faced some challenges there. It turned out to be, the regular expressions method is faster.

webscraping-accident-news-report-using-beautifulsoup