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100-days-of-ml-code

100 Days of ML Coding

100_days_of_ml_code

These are the instructions for "100 Days of ML Code" By Siraj Raval on Youtube

ai-102-aiengineer

Lab files for AI-102 - AI Engineer

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

arabic_poem_generator

Generating Arabic poetry using Markov chains.

arabycia

Arabic NLP tool used to perform Text Search, POS tagging, Translation, diacritization, etc..

bayespy

Bayesian Python: Bayesian inference tools for Python

bert

TensorFlow code and pre-trained models for BERT

bigmart-sales

Visualization of Sales and expalin The Relations between the variables and each other

bioinformatics

:microscope: Path to a free self-taught education in Bioinformatics!

bitcoin

Bitcoin Core integration/staging tree

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cvzone

This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.

dask-tutorial

Dask tutorial

data-engineering-howto

A list of useful resources to learn Data Engineering from scratch

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-and-software-engineering

data-science-best-resources

Carefully curated resource links for data science in one place

deployment-heroku

Deployment Heroku

detr

End-to-End Object Detection with Transformers

document-similarity

easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

exploration-fordgobik-trip-dataset-

grid-search

How to encode Grid search at machine learning

intel-scene-classification

Solution of Intel scene classification problem | 95.4 % Accuracy | 5th rank

loan-prediction-problem

A Classification Problem which predicts if a loan will get approved or not. Dataset- The data has 615 rows and 13 columns. Dataset Description- Variable Description Loan_ID - Unique Loan ID Gender - Male/ Female Married- Applicant married (Y/N) Dependents - Number of dependents Education - Applicant Education (Graduate/ Under Graduate) Self_Employed - Self employed (Y/N) ApplicantIncome - Applicant income CoapplicantIncome - Coapplicant income LoanAmount - Loan amount in thousands Loan_Amount_Term - Term of loan in months Credit_History - credit history meets guidelines Property_Area - Urban/ Semi Urban/ Rural Loan_Status - Loan approved (Y/N)

malware_api_class

Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

models

A collection of pre-trained, state-of-the-art models in the ONNX format

mslearn-dp100

Lab files for Azure Machine Learning exercises