prateekchandrajha's repositories
conformal-prediction
Lightweight, useful implementation of conformal prediction on real data.
cs-video-courses
List of Computer Science courses with video lectures.
recommendations-for-engineers
All of my recommendations for aspiring engineers in a single place, coming from various areas of interest.
awesome-shapley-value
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
localstack
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!
mlops-zoomcamp
Free MLOps course from DataTalks.Club
data-engineering-zoomcamp
Free Data Engineering course!
a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
vision-aided-gan
Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)
featurewiz
Use advanced feature engineering strategies and select best features from your data set with a single line of code.
lux
Automatically visualize your pandas dataframe via a single print! 📊 💡
GamestonkTerminal
Investment Research for Everyone.
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.
mlmax
Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.
awesome-list-of-awesomes
A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.
AutoGL
An autoML framework & toolkit for machine learning on graphs.
m2cgen
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
low-level-design-primer
Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
coursera-practical-data-science-specialization
Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
pycaret-deployment-aws
Deploy Machine Learning Pipeline on AWS Fargate
ML-Interview-Prep
Machine Learning & Deep Learning Breadth and Depth Interviews Preparation 2021
mastering-ml-algorithms
Mastering ML Algorithms by Giuseppe Bonaccorso
fastbook
The fastai book, published as Jupyter Notebooks
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns