Nikhil Salodkar's repositories
car_racing_using_SB3
Train a Gymnasium agent using Stable Baselines 3 and visualise the results
MultiAgent-DDPG
Solve Multiagent Tennis environment using DDPG Reinforcement Learning
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
age_prediction
Experiment with training and tuning convolutional models for person characteristics prediction
Self-Driving-nanodegree
All the projects completed in Udacity's Self driving car Nanodegree program
neural_sp
End-to-end ASR/LM implementation with PyTorch
BAMnet
Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
chimera
Code from the paper "Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation - NAACL-2019.
kglm-data
Code used to create the Linked WikiText-2 dataset
Tensorflow-Cookbook
Simple Tensorflow Cookbook for easy-to-use
kglm-model
Code for KGLM paper
DDPG_double_joint_arm
Train a double joint arm agent in Reacher envrionment using DDPG algorithm to get to its target
DRL-Continuous_Control-P2
Project 2 Udacity's Deep RL nanodegree
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
learnopencv
Learn OpenCV : C++ and Python Examples
facial_expression
A model to detect Facial Expression
AIND-CNN-FacialKeypoints
Facial Keypoints detection using Convolutional Neural Network
AIND-RNN
Time series prediction and text generation using Recurrent Neural Network
AIND-dog-project
Development of Dog Breed classifier model using Convolutional Neural Network
AIND-Recognizer
A Sign Language Recognition System developed using the concepts of Hidden Markov Models
AIND-Planning
A program that develops a Planning search agent for a simulation of Air Cargo System
AIND-Isolation
A program that plays the game of Isolation developed using the Artificial Intelligence concepts of Mini Max and Alpha Beta Pruning
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"
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
Coursera-Dataclean
The repo has the course project files for Getting and Cleaning Data course of Coursera
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
datasharing
The Leek group guide to data sharing