prachapratik Goto Github PK

numpy-saliency

Reference implementation of saliency map techniques in Python 3 / Numpy

numpy-tutorial-scipyconf-2019

Numpy-Tutorial-SciPyConf-2019

optuna

A hyperparameter optimization framework

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pix2pix

Image-to-image translation with conditional adversarial nets

powerbi-desktop-samples

Power BI Desktop sample files for the monthly release. Here you can find the PBIX files used in the monthly release videos.

pracha

projects

pyspark-with-python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

rice-and-beans-capstone

river

🌊 Online machine learning in Python

scipy_con_2019

Tutorial Sessions for SciPy Con 2019

semi-supervised-cv

A short exploration of semi-supervised learning for image classification from the Kaggle retinal disease detection dataset. Also - gradCAM heatmaps for visualizing model activation.

shap

A game theoretic approach to explain the output of any machine learning model.

skin-cancer-detection-fastapi

Skin cancer detection using Deep Neural Networks

software-dev-for-ml-101

Set up your local environment to do some real Machine Learning Engineering software development, just like pro ML practitioners.

software-dev-for-mlops-101

Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.

step-by-step-nlp-dialogpt-chatbot

Deploy the DialoGPT chatbot to your local machine or to the cloud using Flask and Docker

stylegan2

StyleGAN2 - Official TensorFlow Implementation

tabpy

Execute Python code on the fly and display results in Tableau visualizations:

template

This is the repository for the distill web framework

timeseriesanalysiswithpython

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

whodunit

A murder has been a committed in ML City at the Pandas Express! To find out whodunit you will need to utilize your new command line, git, and Jupyter notebooks skills.