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SVM-From-Scratch
An Implementation of SVM - Support Vector Machines using Linear Kernel. This is just for understanding of SVM and its algorithm.Face-Recognition-Siamese-Network
A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.brain-tumor-segmentation-unet
Implementation of U-Net from paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" to segment tumor in given MRI images.MLfromScratch
Library for machine learning where all algorithms are implemented from scratch. Used only numpy.Al-Algos-from-Scratch
Some basic AI/ML/DL algorithms implemented from scratch for understanding purposes.FaceGAN-Generating-Random-Faces
Generate Random Faces which do not exists. I trained a Deep Convolution GAN (DCGAN) on 100k celebrities photos.flappy-bird-deep-q-learning
Flappy Bird Game trained on a Double Dueling Deep Q Network with Prioritized Experience ReplayNemisisAadharAuth
This is a project done during April 1-2, 2017 in Smart India Hackathon and won 2nd prize.cricket_data_extracter
A set of python scripts to extract cricket data from https://cricbuzz.com for analytics purpose.google_speech_diarization_demo
A demo to show Speech Diarization (seperating audio of different speaker) and converting them to text using Google Cloud Speech API.NLP-projects
NLP related projects for quick reference and revision.Move37
Move37 is a Reinforcement Learning Course by Siraj Raval's The School of AI. This repository is to maintain all codes done during this course.adityajn105.github.io
My websiteImage-Captions-using-visual-attention
Implemenetation of 2016 paper "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention" on Flick30k dataset.Character-Recognition-webapp
Draw random shape on HTML5 canvas and let Deep ConvNet predict it.KaggleSolvedProblem
Data Science problem on Kaggle Solved by me. Keep improving Accuracy.8-Puzzle-using-A-
8-Puzzle game, solvable using A*Apache-Spark-Tutorials
Apache spark is a big data analysis framework.TGS-Salt-Identification-Image-Segmentation-
This is a Kaggle competition on Image Segmentation. We have to identify pixels in seismic images with salt sediment present. Here I will use UNet (Encoder and Decoder) to tackle the challenge.College-Codes
Codes done in MIT Labs during Computer Engineering undergraduate program at SPPU from SE to BE.cognilearn
A set of some Machine Learning utils frequently used by me while working as Data Scientist in CognizantFun-with-LSTMs-RNNs
A repository demonstrating different examples of LSTM.Coursera-Deep-Learning-Specialization
A repository to maintain all programming assignments in Deep Learning Specialization of CourseraCSCI-527-autonomous-car-navigation-carla
Spam-Ham-Email-Classifier
This is a Flask Web App for classifying emails into Spam and Ham. The algorithm uses various libraries.Automatic-kinship-detection
This is a kaggle Challenge. Given a pair of images of 2 faces we have to determine whether they are related or not. Here I have used a Siamese network over VGG-facenet to tackle this problem.Black-Friday
It is a Data Science competition by Analytics Vidhya. Learn to do feature engineering etc.Love Open Source and this site? Check out how you can help us