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analytics-vidya-competitions

This repo consists of different Analytics Vidya competitions

awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

azure-open-ai-embeddings-qna

A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3, GPT-3.5 or GPT-4 to extract the matching answer for the question.

clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT

conversational-ai-nlp-tutorial

datashapley

Data Shapley: Equitable Valuation of Data for Machine Learning

example_cml

Sample CML test

facial_plan

Face Recognition Using raspberry Pi and deep learning

hadoop-streaming

Hadoop Streaming using python mapper and reduce code

insightsolver-colab

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

insofe-project

Academical Data Science Project,

kaggle-competitions

Kaggle competitions

kaggle-liberty

This is a repo for kaggle-liberty competition

kedro

A Python library for building robust production-ready data and analytics pipelines.

llama

Inference code for LLaMA models

machine-learning-with-ontologies

mlops-references

A curated list of references for MLOps

mlplatform-workshop

🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more

optimized-llm-deployment-workshop

production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

python-for-algorithms--data-structures--and-interviews

Files for Udemy Course on Algorithms and Data Structures

r-programming-101

This repo consists of programming in R - 101 with 4 stages of R programming

scikit-learn

scikit-learn: machine learning in Python

skillspan

SKILLSPAN: Competences as Spans for Skill Extraction from Job Postings

wiki-cs-dataset

Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks