nikhil-salodkar Goto Github PK

age_prediction

Experiment with training and tuning convolutional models for person characteristics prediction

aind-cnn-facialkeypoints

Facial Keypoints detection using Convolutional Neural Network

aind-dog-project

Development of Dog Breed classifier model using Convolutional Neural Network

aind-isolation

A program that plays the game of Isolation developed using the Artificial Intelligence concepts of Mini Max and Alpha Beta Pruning

aind-planning

A program that develops a Planning search agent for a simulation of Air Cargo System

aind-recognizer

A Sign Language Recognition System developed using the concepts of Hidden Markov Models

aind-rnn

Time series prediction and text generation using Recurrent Neural Network

aind-sudoku

Program to solve Sudoku using the concepts of Artificial Intelligence such as Constraint Propogation and using strategies such as "only choice" and "Elimination"

bamnet

Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

car_racing_using_sb3

Train a Gymnasium agent using Stable Baselines 3 and visualise the results

chimera

Code from the paper "Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation - NAACL-2019.

coursera-dataclean

The repo has the course project files for Getting and Cleaning Data course of Coursera

datasharing

The Leek group guide to data sharing

ddpg_double_joint_arm

Train a double joint arm agent in Reacher envrionment using DDPG algorithm to get to its target

deep-q-navigation

Building an agent using Deep Q Learning to learn to navigate and collect as many Bananas as possible in a large square world - an environment created using Unity

drl-continuous_control-p2

Project 2 Udacity's Deep RL nanodegree

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

facial_expression

A model to detect Facial Expression

fashion_detection

Training Fashion product classification and visual similarity detection model using Pytorch Lightning

handwriting_recognition

Experiment with CRNN architecture for Handwriting recognition using Pytorch Lightning

kglm-data

Code used to create the Linked WikiText-2 dataset

kglm-model

Code for KGLM paper

learnopencv

Learn OpenCV : C++ and Python Examples

multiagent-ddpg

Solve Multiagent Tennis environment using DDPG Reinforcement Learning

neural_sp

End-to-end ASR/LM implementation with PyTorch

nikhil-salodkar.github.io

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

self-driving-nanodegree

All the projects completed in Udacity's Self driving car Nanodegree program

tensorflow-cookbook

Simple Tensorflow Cookbook for easy-to-use