Batmobil

outlines

Structured Text Generation

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

GraphGPT

Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️‍♂️

scenarios-rte-simulation

Energy mix modelling

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

awesome-mlops

A curated list of references for MLOps

fsdl-text-recognizer-2021-labs

Complete deep learning project developed in Full Stack Deep Learning, Spring 2021

Multilingual_NER

Applying BERT to named entity recognition in English and Russian.

practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

awesome-knowledge-graph

A curated list of Knowledge Graph related learning materials, databases, tools and other resources

nlpia

Examples and libraries for "Natural Language Processing in Action" book

Erlemar.github.io

Data science portfolio

ThinkComplexity2

Book and code for Think Complexity, 2nd edition

code_search

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Cookbook

The Data Engineering Cookbook

dash_template_dashboard

A template for a dash applicaiton

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

dagster

An orchestration platform for the development, production, and observation of data assets.

Data-Science--Cheat-Sheet

Cheat Sheets

NEAT-Algorithm

dash_sample_dashboard

Build a Complex Reporting Dashboard using Dash and Plotly

nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

dataprocessor-docker

Simple Data Processor built using Docker

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

superset-trading-dashboard

Superset Trading Dashboard

hadron-collider-machine-learning

Materials for "Addressing Large Hadron Collider Challenges by Machine Learning" Coursera MOOC

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

scikit-learn

scikit-learn: machine learning in Python

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks