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algorithms

Minimal examples of data structures and algorithms in Python

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-investing

💸💸 Curated list of investment & finance related resources

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

bayesian-methods-for-machine-learning

Bayesian Methods for Machine Learning

causal-inference-and-discovery-in-python

Causal Inference and Discovery in Python by Packt Publishing

chatgpt-prompt-course

code for https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/

course-nlp

A Code-First Introduction to NLP course

coursera_reinforcement_learning

Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute

covid-19-patient-health-analytics

A Boosted Random Forest Classification model was implemented to predict the outcome of the CoV-2 positive patients in China. Based on multiple features.

cs224n-squad-project

cs231n.github.io

Public facing notes page

cs234-reinforcement-learning-winter-2019

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

ctgan

Conditional GAN for generating synthetic tabular data.

data-structures-and-algorithms

Data Structures and Algorithms in Python

datasharing

The Leek group guide to data sharing

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-learning-with-pytorch

Deep Learning with PyTorch, published by Packt

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

deepframeworks

Evaluation of Deep Learning Frameworks

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

dlaicourse

Notebooks for learning deep learning

dsalgo

📚A repository that contains all the Data Structures and Algorithms concepts and solutions to various problems in Python3 stored in a structured manner.👨‍💻🎯

easy-scraping-tutorial

Simple but useful Python web scraping tutorial code.

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

full-blockchain-solidity-course-py

Ultimate Solidity, Blockchain, and Smart Contract - Beginner to Expert Full Course | Python Edition

gan-for-tabular-data

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.