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gan-colorisation

Image colorisation using Gans.

generative_models

Code for building generative models

git-demo

This is demo file showcasing usage of various Git commands.

gitignore

A collection of useful .gitignore templates

heroku_streamlit_fastapi_deployment

Deploying Streamlit and FastAPI for TensorFlow image classification on Heroku.

image-captioning

Mini Project on paper "Show, attend and tell: Image Captioning with Visual Attention"

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

kaggle-human-protein-classification

Multi-label Image Classification using PyTorch

keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

keras_one_cycle_clr

Keras callbacks for one-cycle training, cyclic learning rate (CLR) training, and learning rate range test.

labs

Container Orchestration Labs

large-scale-lm-tutorials

Large-scale language modeling tutorials with PyTorch

learnopencv

Learn OpenCV : C++ and Python Examples

machine-learning-algorithms

One notebook to learn it all - Algorithms from scratch

machine-learning-coursera

Programming assignments from Coursera's Machine Learning course taught by Andrew Ng.

machine-learning-practice

Contains code-works from the Hands on scikit-learn and tensorflow book

machine_learning_a-z

Repository contains tasks and exercises made during Udemy course Machine Learning A-Z that I completed in 2017.

ml-tutorial

Introduction to ML packages for the 6.86x course

mlops-specialization-notes

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

mnist-flask_app

Rendering a flask app for hand-written digits recognition.

models

Models and examples built with TensorFlow

neural-networks-from-scratch

MLP, CNN, RNN, LSTM from scratch

neural-structured-learning

Training neural models with structured signals.

neural-style-painting

Implementing of the "A Neural Algorithm of Artistic Style"

numpy-pandas-matplotlib-tutorial

Tutorial notebooks on numpy, pandas and matplotlib.

opensource

python

All Algorithms implemented in Python

pytorch-intermediatelayergetter

Simple easy to use module to get the intermediate values/activations from chosen Pytorch submodules. Supports submodule annidation and sequential modules.

pytorch-models

Implementation of different deep learning models using Pytorch

pytorch-tutorial

pytorch tutorial based on jovian.ml and freecodecamp lecture series