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Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog
A repository for sharing ipynb's of my experiments with ML. Some notebooks are 'old' by now and might no longer work 'out of the box'.
Convert Jupyter (IPython) Notebooks to static HTML
A simple tutorial of wavelet, STFT and FFT
Convert Rmd (rmarkdown) to ipynb (Jupyter notebook)
CS302 Modelling and Simulation Weekly Assignments in python based on modelling different systems - SARS, Malaria, SIR
NBA players individual performance perdictions using Neural Networks. Comparison between LSTM and Feed Forward Architectures. Created by Meitar Bach, Mai Elenberg and Lior Ben-Ami
An app for macOS that launches and displays jupyter lab. No need to keep terminal open for that anymore!
Jupyter Notebook for KNN Algorithm.
Where and how to use decorators in python.
Training a classifier to differentiate between positive and negative movie review sentences in the "sentence polarity dataset v1.0"
Python · Store Sales - Time Series Forecasting
19CSE305 Term project
Collection of data science projects. Each sector takes to kaggle page where you can find the codes along with explanations and analysis.
Kaggle learn course tutorial and exercises notebook
Beginning with NLP
Python BootCamp
Exploring deep learning on Cooley
This is a collection of sample iPhyton Notebooks, these can be used with Google Cloud Datalab
An analysis of a dataset of borrowers, EDA and identification of dependences between debts and other features.
Naive Bayes (From Scratch)
【爬虫】B站自学:https://www.bilibili.com/video/BV1ha4y1H7sx/
This Dog Breed Classification model employs TensorFlow 2.0 and Transfer Learning with ResNet50v2 to accurately identify 70 different dog breeds from images, demonstrating the power of deep learning in image classification tasks.
This repository contains a python notebook that creates Table-1: baseline characteristics with p-values comparing two groups. Greatly helpful for clinical and biological studies. Can be used for manuscipts.
Web Scraper using Python
Python notebook collection about Data Science and Machine Learning. Data science course assignments from Sanberode Indonesia
Examples of linear regression.
Demonstration of use of SCORE_FIELD with Redis Search scoring
Welcome to the LinDenoise Repository! LinDenoise offers a smart solution for cleaning noisy data in regression tasks. Integrated seamlessly within the widely-used scikit-learn framework, it effortlessly enhances data quality while improving predictive accuracy
In this project, we will be working on extracting text from images. After extracting the text we will apply some basic functions of opencv on that text to enhance it and to get more accurate results. This project will be very useful as it will save time and effort of typing from an image.
This is where I stash my Python study material.
Analyzed the cancelling of booking of hotels and summarized insights to the Hotel Manager to increase profit by 30%. Demonstrated data exploration, cleaning, analysis using Python and its libraries: pandas, seaborn, matplot. Documented the results in PDF report: reduced cancellation by 30% and releasing discounts for 10 days in a month.
A well structured practical deep dive into functional programming in NumPy.
ML-project-prediction-dataset-salary-using-SVM-model