ambareeshsrja16

.vim

Vim setup

ambareeshsrja16.github.io

Portfolio

Bayesian_Statistics_git

Temp

Image_Classification_using_ResNet__American-Sign-Language-Dataset

Image Classification using ResNet - American Sign Language Dataset

Image_Segmentation_BDR

Projects using Bayesian Statistics for prediction

Prototype-selection-for-nearest-neighbor

A way to speed up nearest neighbor classification is to replace the training set by a carefully chosen subset of “prototypes”. A good strategy for choosing prototypes from the training set, bearing in mind that the ultimate goal is good classification performance, is implemented here

Python-Module-for-Missing-Data-Imputation

Python Module for Missing Data Imputation

ReinforcementLearning

Reinforcement Learning Projects

style_transfer

Real-Time Style Transfer : Improvement on the Gatys approach, which produces high-quality images, but is slow since inference requires solving an optimization problem. Justin Johnson et al. came up with a variant of style transfer that was much faster and produced similar results to the original implementation. Their approach involves training a CNN in a supervised manner, using perceptual loss function to measure the difference between output and ground-truth images.

Surgical_Tool_Tracking

Python scripts for Surgical Tool Tracking using Deep Learning for feature point extraction

ambareeshsrja16/Surgical_Tool_Tracking

Python scripts for Surgical Tool Tracking using Deep Learning for feature point extraction

ambareeshsrja16/Prototype-selection-for-nearest-neighbor

A way to speed up nearest neighbor classification is to replace the training set by a carefully chosen subset of “prototypes”. A good strategy for choosing prototypes from the training set, bearing in mind that the ultimate goal is good classification performance, is implemented here

ambareeshsrja16/.vim

Vim setup

ambareeshsrja16/Python-Module-for-Missing-Data-Imputation

Python Module for Missing Data Imputation

ambareeshsrja16/Image_Classification_using_ResNet__American-Sign-Language-Dataset

Image Classification using ResNet - American Sign Language Dataset

ambareeshsrja16/Image_Segmentation_BDR

Projects using Bayesian Statistics for prediction

ambareeshsrja16/ambareeshsrja16.github.io

Portfolio

ambareeshsrja16/Bayesian_Statistics_git

Temp

ambareeshsrja16/ReinforcementLearning

Reinforcement Learning Projects

ambareeshsrja16/style_transfer

Real-Time Style Transfer : Improvement on the Gatys approach, which produces high-quality images, but is slow since inference requires solving an optimization problem. Justin Johnson et al. came up with a variant of style transfer that was much faster and produced similar results to the original implementation. Their approach involves training a CNN in a supervised manner, using perceptual loss function to measure the difference between output and ground-truth images.

ambareeshsrja16/ChalkPaint

A poor man's alternative to Varnish

ambareeshsrja16/datasets

A collection of datasets of ML problem solving

ambareeshsrja16/DDPG_Torcs_PyTorch

Using PyTorch and DDPG to play Torcs

ambareeshsrja16/Deep_Learning_BackProp

Back Prop in Fully Connected Neural Network

ambareeshsrja16/docker-trino-fed

ambareeshsrja16/druid

Apache Druid: a high performance real-time analytics database.

ambareeshsrja16/ECE143_Project

Data Analysis and Visualization Project

ambareeshsrja16/Emojify

Word vector based emojifier

ambareeshsrja16/FunctionApproximator

Function approximator to learn simple mathematical functions

ambareeshsrja16/Interesting-Programming-Challenges

Bunch of interesting programming challenges in Python

ambareeshsrja16/Latest_Resume

My latest resume

ambareeshsrja16/pandas_exercises

Practice your pandas skills!

ambareeshsrja16/profiles_rest_api

Source Code for Profiles REST API

ambareeshsrja16/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

ambareeshsrja16/Scripts

Reusable scripts

ambareeshsrja16/Simple_ML_Projects

Simple Machine Learning Projects

ambareeshsrja16/Utility_Functions_Python

Set of utility functions in Python for different purposes

ambareeshsrja16/vision_opencv