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avida-hil6

AVIDa-hIL6: A Large-Scale VHH Dataset Produced from an Immunized Alpaca for Predicting Antigen-Antibody Interactions

awesome-mlops

A curated list of references for MLOps

awesome-public-datasets

A topic-centric list of HQ open datasets.

book-recommendation-engine-using-knn

call-centre-trend-analysis

captum

Model interpretability and understanding for PyTorch

cnn-digit-classifier

MNIST digit classifier using convolutional neural network

daily-dose-of-data-science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: https://avichawla.substack.com.

dataflow-cookbook

Premade data pipelines

dna-classification-project

Classify DNA sequence into Binary class using different Classification algorithms.

dna-nucleotide-count-web-app

etl-pipeline-with-shell-scripting.

Extract, Transform, and Load (ETL) processes are used when flexibility, speed, and scalability of data are crucial in an organization.

god-level-data-science-ml-full-stack

A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

gpt-pilot

Dev tool that writes scalable apps from scratch while the developer oversees the implementation

gpt2-vs-bert

Performance comparison of large language models

house-prices-prediction

jupyter_webapp_demo

Code for the article "How to Create an Interactive Web Application using Jupyter Notebook".

llm-examples

Streamlit LLM app examples for getting started

llm_distillation_playbook

Practical best practices for distilling large language models.

machine-learning-patient-risk-analyzer-sa

Patient Risk Analyzer Solution Accelerator healthcare app that leverages ML prediction models

machine-learning-project-structure

Simple steps to create an automated folder structure!

machine-learning-regression---predicting-energy-efficiency-of-buildings

made-with-ml

Learn how to responsibly develop, deploy and maintain production machine learning applications.

ml-project-template

ML project template facilitating both research and production phases.

ml-research

Codebase for machine learning research in PyTorch.

ml-template

Template for machine learning projects.

mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

python-based-data-science-pipeline