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100-days-of-machine-learning

100daysofmlcode

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:

abstractive-summarization-and-ner-of-twitter-dataset

I got a Twitter dataset, cleaned it using Regex, make Named Entity Recognititons on the tweets, and then used Transformers for abstractive text summarization

advanced-rag-technqiues

Advanced RAG techniques like semantic chunking, reranking, contextual compression applied on a naive document QA RAG app to increase accuracy of responses

anpr

Automatic number plate recognition using YOLOv8, OpenCV, SORT, and EasyOCR

asynchronous-jsavascript

basic-sign_language-recognizer

bcrypt-sign-in-sign-up-tut

A simple sign up system, main idea was to practise data encryption using bcrypt

book-recommendation-using-collaborative-filtering

This is a book recommendation system built using collaborative filtering algorithm in Python

cattle-detection-using-yolov8

Cattle detection using YOLOV8 with Tkinter interface

chat-with-french-pdfs

This is a streamlit web ui utilizing Langchain and OpenAI API for chatting with pdfs, tailored for french langugage

dashboarding-labs-ibm

This repository contains code for creating simple dashboards using plotly and dash. It also contains a peer-graded assignment in which I had to create a dashboard.

data-science-topics

Codes for different topics in data science and machine learning

data-transformers-in-sklearn

Types of encoding, column transformer in sklearn and other common terms relating to ML

diabetes-prediction-using-logistic-regression-and-svms

eda-practise-with-plotly

Just did this for fun, wanted to practise Plotly. The data cleaning is bad though, as I was tired :)

envision-helper-code

few-shot-learning-using-setfit

Implementation of an article on setfit for few shot learning

gpt-3-finetuning

A notebook with full guide to fine tuning gpt3. Code for creating the dataset and fine tuning is also included

gpt4-pdf-chatbot-langchain

GPT4 & LangChain Chatbot for large PDF docs

halemogpa

HalemoGPA's GitHub profile.

ibm-data-science

image-generation-and-variation-with-stable-diffusion

All things related to diffusion models for image generation

image-recognition-using-resnet50-and-alexnet

imagic-

Another text to image generation (IMAGIC MODEL BY GOOGLE), copied from a github notebook to test it out :)

javascript-dom-practice

javascript-practise

k8s-deployments

Deployment and service files for deploying 2 separate backend applications, hosted on Docker Hub, built using MongoDB, NodeJS, and Express JS. Monitoring is done with prometheus

langchain-fastapi

Langchain based chatbot with vectorstore based user retrieval, deployed with Langserve, FastAPI, and Docker

langchain-streamlit-template