shubhsoni

PyLit

Best of PyCaret and Streamlit - a web based app for rapid modeling experiments and visualization without the need to code

18S096SciML

18.S096 - Applications of Scientific Machine Learning

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-streamlit

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

HandsOn-Unsupervised-Learning-with-Python

HandsOn-Unsupervised-Learning-with-Python, Published by Packt

pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

python_algo_ds

NPTEL python algo and ds course

gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

AlphaPy

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

awesome-Python-data-science-books

Probably the best curated list of data science books in Python

BayesMadeSimple

Code for a tutorial on Bayesian Statistics by Allen Downey.

cookiecutter-kaggle

A cookiecutter Conda template to bootstrap your Kaggle projects (and any data science Python projects anyway)

cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.

darts

A python library for easy manipulation and forecasting of time series.

dlaicourse

Notebooks for learning deep learning

hands-on-time-series-analylsis-python

Source Code for 'Hands-on Time Series Analysis with Python' by B V Vishwas and Ashish Patel

interpretable-ml-book

Book about interpretable machine learning

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

ml_tech_stack

MLOps-IRIS

Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOps

pdfs

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

Practical-Time-Series-Analysis

Practical Time-Series Analysis, published by Packt

pycaret

An open source, low-code machine learning library in Python

Python

All Algorithms implemented in Python

RL_excercises

Reinforcement Learning: An Introduction second edition Richard S. Sutton and Andrew G. Barto

ThinkBayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

useful_links

Useful resources for Machine learning

vaccine_availability

Get vaccine availability in India