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algorithms

A collection of algorithms and data structures

building-systems-with-the-chatgpt-api

Building Systems with the ChatGPT API

chatgpt-prompt-engineering

Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.

covid-19_diagnosis

# Covid 19 diagnosis using Convolutional Neural Networks

decision-trees

Detects false banknotes in the UC Irvine dataset.

facial-recognition-login

Facial recognition login system using Deep learning + ReactJS

fire-detection

Fire detection using customized basic CNN and InceptionV3 model.

gdpvsleaby

Data analysis of the GDP vs Life Expectancy at Birth Year

generative-chatbot

Generative chatbot using seq2seq

genre-prediction-from-posters

Predicting Genre from movie-poster

health-project

New health management system using Blockchain, MongoDB, Flask, and React

how-diffusion-models-work

In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch.

hust23-sc23-llms

Centralized provisioning of large language models for a research community

jackfrost.github.io

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-for-llm-application-development

In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.

large-scale-geo-spatial-analysis-using-apache-spark

machine-translation-english-to-hindi

Machine translation using the seq2seq model

maskrcnn

Mask RCNN implementation on a custom dataset! All incorporated in a single python notebook!

masquerade-detection-using-srgnn

We detect masquerade on university's supercomputer using user shell histories.

movie-review-classifier

Classifying movie reviews (positive or negative)

multimedia-analysis

Image Analysis using Hashing Techniques, Dimensionality Reduction, Vector Models

naive_bayes_chatbot

Naive Bayes approach to closed-domain chatbots

netflixstockprofile

Netflix stock profile data analysis

next_word_suggestor

Predict the next word in the sentence given in the previous words just like any messaging app.

pollution-monitoring

Pollution monitoring with the help of IoT or Public APIs available.

python_code_snippets

ravenous-reactjs

Find your food by specifying the location and the type of food you want.

residual_teacher_student

State-of-the-art architecture for Plant Disease Detection using Deep Learning.

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT