murari-goswami Goto Github PK

decision_tree_using_scikit_learn

we'll be using scikit-learn's Decision Tree Classifier class. This class provides the functions to define and fit the model to your data.

deep-enforcement-learning

deep-learning-artificial-intelligence-practice

deep-learning-by-ian-goodfellow-full-pdf

THE book for deep learning for quick reference

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

deep-learning-scripts

A series of scripts I use to setup GPU-based machines on Amazon EC2

deep-learning-study-materials

deep-learning-with-cats

Deep learning with cats (^._.^)

deep-pink

Deep Pink is a chess AI that learns to play chess using deep learning.

deep-traffic

deep_learning_apps

deep_learning_python_intro

Materials for the course on programming deep neural networks in Python (Russian)

deepdraw

Notebook example of how to generate class visualizations with Caffe

deepdream

deepo

Set up your environment for deep learning in a single command line.

deepracer

AWS Deep Racer

delta-examples

Delta Lake examples

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

design-patterns-for-humans

Design Patterns for Humans™ - An ultra-simplified explanation

dev-setup

macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.

developing_an_ai_application_for_flower_classification

In this project, I have trained an image classifier to recognize different species of flowers. So, I have wriiten a multipurpose script that works like a command line application.

diabetes_prediction

Implementation of randomized grid search to optimize a number of models. I have also performed some data analysis before training to get some better understanding of the data.

diagnosis_covid19

OpenCovidDetector is an opensource COVID-19 diagnosis system implementing on pytorch, which is also as presented in our paper: Development and evaluation of an artificial intelligence system for COVID-19 diagnosis. Nat Commun 11, 5088 (2020).(https://doi.org/10.1038/s41467-020-18685-1)

digit-recognition-with-parameter-tuning

This project develops a digit recognizer machine learning model and identifies the best model parameters using GridSearchCV.

discord.py

An API wrapper for Discord written in Python.

distributedprocesswatcher

Fully distributed and asynchronous Process Monitoring library

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

dl-cv-nlp

All exercises for deep learning, computer vision and nlp courses

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)