piyush2896/ValueIteration-RL

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MIT License
Created almost 6 years ago
Updated over 5 years ago

piyush2896/ValueIteration-RL

piyush2896

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Value Iteration (Exact RL method) implmeneted in basic python

PSO-for-Neural-Nets

Particle Swarm Optimizer For Neural Network Training

Facial-Expression-Recognition-Challenge

Tackling the kaggle problem of Facial Expression Recognition Challenge

Jupyter Notebook

ResNet50-Tensorflow

This is an experimental code to train a ResNet-50 made entirely in Tensorflow on Dogs-vs-Cats-Redux

HandsOnML-Notes

Notes for Hands on Machine Learning with Scikit-Learn and TensorFlow

Jupyter Notebook

Keystroke-Dynamics-Using-LSTMs

Keystroke Dynamics Using LSTMs

Jupyter Notebook

CoordConv-Implementation

TensorFlow implementation of CoordConv Layer introduced by UBER

Jupyter Notebook

Snapchat-Filter-Using-Facial-Keypoints

This repository is created as an experiment to add filters over images Using CNN and openCV

Autoencoder-Implementations

This repository contains various Autoencoders implemented using TensorFlow

Jupyter Notebook

Neural-Style-Transfer

Neural Style transfer using VGG-16 or VGG-19

Image-Resizer-Python

Resize all the images in a folder and Save to destination

Image-Captioning

Mobilenet features and LSTMs for Image Captioning - Using TF and TF-HUB

Jupyter Notebook

CNN-Using-Numpy

CNN using Numpy (Used Keras for Cifar-10 dataset.)

Vehicle-Number-Plate-BB-Detection

Vehicle Number Plate Bounding Box Detection

Q-Learning

Q-Learning from scratch in Python

Facial-Keypoints-Detection

Tackling the kaggle problem of Facial Keypoints Detection.

Jupyter Notebook

Convolution-and-Variants

Notebook and resources for https://predictiveprogrammer.com/convolution-and-variants/

Jupyter Notebook

MachineLearningAlgosFromScratch

Some of the Machine Learning Algorithms written using Numpy in Python

BeatBox

BeatBox Android Application

MatHub_A-Mathematics-Hub

MatHub is a visually appealing mathematics hub, for students from different stages of their schooling.

Famous-CNN-Archs-1

Notebook and resources for https://predictiveprogrammer.com/famous-convolutional-neural-network-architectures-1/

Jupyter Notebook

GenerativeAdversarialNetwork

Vanilla GANs applied to MNIST

Deep-Learning-With-Python

Notes for Deep Learning with Python, by François Chollet

Jupyter Notebook

Digit-Recognizer-Code

Python based Digit Recognizer Challenge Solution

Jupyter Notebook

PolynomialRegression-Tutorial

This repository contains notebook for Predictive Programmer Post

Jupyter Notebook

Twitter-Scraper

Twitter Scraper using Selenium (Fun project)

CNN-Text-Classifier

A CNN Text Classifier with a basic TensorFlow wrapper library

iMaterialist-Challenge-Furniture

This repository contains google colab notebook for iMaterialist Challenge

Jupyter Notebook

Stock-Price-Prediction-ML-Intro

Machine Learning introduction using stock price prediction

Jupyter Notebook

Simple-Sentiment-Analysis-Using-NB

A simple NLTK sentiment analysis classifier demo

Q-Value-RL

Q-Value (Reinforcement Learning) on Grid World

CapsuleNetworks

Capsule Network code using TensorFlow Estimator API

Jupyter Notebook

Policy-Iteration

Policy Iteration from scratch in python

assign-git

Piyush Malhotra SER 515 Git/GitHub Assignment

CustomerSegments

This repository contains code for my Machine Learning Basic Nanodegree Project.

NeuralALU

TensorFlow Implementation of Neural Arithmetic Logical Unit

Jupyter Notebook