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autodl-projects

Automated deep learning algorithms implemented in PyTorch.

awesome-deep-learning-techniques

A curated list of awesome deep learning techniques for deep neural networks training, testing, optimization, regularization etc.

aws-deepcomposer-samples

bisenet-implementation

Here is a tutorial on how to implement a research Paper with Keras

covid-net

COVID-Net Open Source Initiative

data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

data_structures_nano_degree_udacity

deep_and_machine_learning_projects

This Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.

deeprc-tf

esn_mimo_v1

Ref: S. Mosleh, L. Liu, C. Sahin, Y. R. Zheng and Y. Yi, "Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OFDM," in IEEE Transactions on Neural Networks and Learning Systems.

free-certifications

Curated list of free courses & certifications

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

git_practice

To perfect the use of git and github.

handwritten-text-recognition

An implementation of HTR using TensorFlow 2.0

ibmquantumchallenge2020

Quantum Challenge problem sets

ibmquantumchallenge2020-grader

Grading client for the IBM Quantum Challenge 2020

interview-question-data-science-

keras-resnet

Residual networks implementation using Keras-1.0 functional API

klayers

Python Packages as AWS Lambda Layers

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

machine_learning_examples

A collection of machine learning examples and tutorials.

nmt

TensorFlow Neural Machine Translation Tutorial

pgnn

Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

py

Repository to store sample python programs for python learning

python-cheatsheet

Basic Cheat Sheet for Python (PDF, Markdown and Jupyter Notebook)

python_projects_grocery_webapp

reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

resume

Software developer resume in Latex

rnn-text-classification-tf

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification